The papers are: Poisson intensity estimation with reproducing kernels by Seth Flaxman, Yee Whye Teh, Dino Sejdinovic. Lawrence Mark Reid. The ISBI 2019 video is also licensed under CC BY. A Farewell to Arms: Sequential reward maximization on a budget with a giving up option P Sharoff, Nishant Mehta, Ravi Ganti Accepted to AISTATS, 2020. 2020: Two papers accepted at AISTATS 2020. 30/09/19 Our manuscript on "Markov information bottleneck" has been accepted to Entropy journal. Fourteenth International Conference on Artificial Intelligence and Statistics April 11-13, 2011, Ft. The sec-ond assumption is a nite gap between the optimal and. Lazaric at AAAI'20. 2019: I will serve as a reviewer for AISTATS 2020; Aug. 2019; I gave a tutorial on policy gradient and actor-critic at the Reinforcement Learning Summer School (RLSS) in Lille. 10945, 2019; Accepted to AISTATS 2020. Since its inception in 1985, AISTATS has been an interdisciplinary gathering of researchers at the intersection of. Email address: first name DOT last name at GMAIL UPDATE: Two papers accepted for AISTATS 2020!. Accepted/In press Social learning in multi-agent multi-armed bandits Sankararaman, A. We found that there is a kind of continuity and discontinuity with respect to school size. Received travel award & selected amongst top 50% reviewers, NeurIPS (2019). 10-11, 2020. 2020 Journal papers. January 2020 Read more. IRONHIDE: A Secure Multicore that Efficiently Mitigates Microarchitecture State Attacks for Interactive Applications. ALT 2019 will have both a best student paper award (E. will go live 1-2 weeks before the new date of the conference (in November 2020. Category: Public News. The contents of prestigious ML conference proceedings, once reliable sources of good papers, are increasingly contested due to the lack of reviewers. 22931–22937, Nov. Publications. ICLR 2020: RNNs on Equilibrium Manifold Mitigates Vanishing/Exploding Gradients. All accepted papers will be presented at the Conference as contributed talks or as posters and will be published in the Proceedings. [2020/03] Jinwoo Shin was appointed as a KAIST Endowed Chair Professor. All students who have been accepted to the course must attend the kick-off meeting or their spot will be given away. The Sponsor Portal can be accessed through the ICLR Sponsor Information page found here: ICLR Sponsor Information. Accepted for International Conference on Artificial Intelligence and Statistics (AISTATS), 2020. Bo Han is a postdoc fellow at RIKEN Center for Advanced Intelligence Project (RIKEN-AIP), advised by Masashi Sugiyama. Philipp Hennig holds the Chair for the Methods of Machine Learning at the University of Tübingen, Germany, and an adjunct position at the Max Planck Institute for Intelligent Systems. Work-in-progress paper (3 pages) to be presented at the IEEE Haptics Symposium, Washington, DC, USA, March 2020 (misc) Accepted Abstract We present a fabric-based piezoresistive tactile sensor system designed to detect social touch gestures on a robot. Nearest Neighbor Classification and Search. Bandit algorithms and online learning. Virginia Aglietti has paper accepted to AISTATS 2020. Gerhard Neumann Curriculum Vitæ 101AngelicaRoad LN11BE,Lincoln,UK 2017 Best Paper Finalist versityofLincoln,UnitedKingdom,accepted. 7 June 2017 Our paper "Models of acetylcholine and dopamine signals differentially improve neural representations" (Holca-Lamarre et al. CSCW, 2019, Austin, TX. Conference Papers. EMNLP, 2019, Hong Kong, China. One paper was accepted to AISTATS 2019. Presented at 39th Information-Based Induction Sciences and Machine Learning Technical Committee (IBISML039), Kyoto, Japan, Mar. “Angle-Monotonicity of Delaunay Triangulation” • Abolfazl Poureidi. Introducing our AISTATS papers. Feng Nan joins Amazon AWS-AI division. Update on COVID-19, March 25th 2020: AISTATS 2020 will NOT be held on June 3-5, neither physically nor online. (accepted) [ URL | code at github] Yichi Zhang, Zhijian Ou, Zhou Yu. 2019 (direct submission). Abbas Mehrabian = عباس محرابیان January 2018, Vancouver, Canada. Submitted papers ; Federico Pavone, Juho Piironen, Paul-Christian Bürkner, and Aki Vehtari (2020). Deep Global Registration and High-dimensional Convolutional Networks were selected for oral presentation at the conference. Four Papers Accepted to AISTATS 2020 Some of the first good news of 2020: We've had four papers accepted to The 23rd International Conference on Artificial Intelligence and Statistics (AISTATS 2020) , which will be held during June 3-5, 2020, in Palermo, Sicily, Italy. Together with members from the Mirny lab (MIT) and the Gehlenborg lab (Harvard), we will offer a tutorial on 3D genome analysis at ISMB 2017. Put simply, a Markov blanket (b) is the set of states that separate the internal parts of a system (μ) from its surroundings (η)—see figure 1 for two intuitive examples of this. 2019/09/04 Three papers have been accepted to NeurIPS 2019. NIPS 2018: (09/2018) I have a paper accepted to NIPS 2018. NeurIPS, AISTATS, ICML, UAI, PLDI, and POPL. All deadlines are strict. Smoothing with couplings of condi-tional particle filters. Anton Borg, Martin Boldt and Johan Svensson, “Using conformal prediction for multi-label document classification in e-mail support systems”, to appear in procceedings of the 32nd International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems, Best Paper Candidate, 2019. Three papers in AAAI 2020. Paper decision notifications. A paper accepted for IJCAI 2020 04/25, 2020; A paper accepted to CVPR 2020 03/05, 2020; A paper accepted to ECAI 2020 01/15, 2020; Two papers accepted to AISTATS 2020 01/07, 2020; A paper accepted for ESWA Journal 11/29, 2019; One paper accepted to AAAI 2020 11/11, 2019; A paper on chemical network prediction accepted for BMC Bioinformatics 09. 01/2020: Our paper on using optimal transport for NLP has been accepted to AISTATS2020! 12/2019: Our paper on unsupervised time series representation has successfully passed the Neurips reproducibility challenge! About 70 papers published at NeurIPS 2019 were picked by independent researchers, to reproduce the results, assess if the description. Deadline for camera-ready papers. ACL Short papers 2013. 00 weeks 00 days 00:00:00. Two talks entitled "Sparsistency of L1-Regularized M-Estimators" by Yen-Huan Li, Jonathan Scarlett, Pradeep Ravikumar, and Volkan Cevher and "Stochastic Spectral Descent for Restricted Boltzmann Machines" by David Carlson, Volkan Cevher, and Lawrence Carin as well as two posters "WASP: Scalable Bayes via barycenters of subset posteriors" by Sanvesh Srivastava, Volkan Cevher, Quoc Tran Dinh. It was not accepted. He is a recipient of a NSF CAREER Award, and winner of multiple best paper awards including an ICML classic paper prize in 2013. Paper accepted to the 40th IEEE Real-Time Systems Symposium (RTSS 2019). Please submit your papers here and win the best paper award! [12/19] We have four papers accepted to ICLR 2020. Our paper on “Optimal Primal-Dual Algorithms for Distributed Optimization over Networks” has been accepted by AISTATS for publication, 1/2020. 08/2019: Two papers accepted to ICTAI'19. The proposed LSTM neural networks perform inference. The paper published by Konstantinos’ team, Probabilistic Forecasting with Spline Quantile Function RNNs, was accepted at the Artificial Intelligence and Statistics (AISTATS) 2019 conference. January 2020: We are happy to announce that our paper The Fast Loaded Dice Roller: A Near-Optimal Exact Sampler for Discrete Probability Distributions has been accepted for publication at AISTATS 2020. [January 20] Three papers accepted at ICASSP 2020. Welcome from Conference Chairs. Search Conference; Browse Conference; Create Conference. TA to Prof. The world will not beat a path to your door if you merely build a better mousetrap. Agrawal R, Squires C, Yang K, Shanmugam K, Uhler C. [ ICML ] MohammadHossein Bateni, Lin Chen , Hossein Esfandiari, Thomas Fu, Vahab S. January 2020: Two papers on efficient methods and tight bounds for differentiable games (one, two) accepted at AISTATS'20. View Saumya Shah’s profile on LinkedIn, the world's largest professional community. Our paper titled Guaranteed Validity for Empirical Approaches to Adaptive Data Analysis has been accepted to appear in AISTATS 2020. Yang and C. Hasheminezhad, Q. Abstracts are due August 30, 2018. Their titles are as follows: “Convex block-sparse linear regression with expanders, provably,” by A. The following paper co-authored by Frances Hubis, Merve Gurel and Ce Zhang has been accepted to AISTATS 2019. ICLR 2020, Addis Ababa, Ethiopia, April 26-30, 2020 virtual-only due to Covid-19 (accepted paper). Deep learning without poor local minima. In addition to publishing papers, Konstantinos had been excited at the possibility of seeing his work have real-world impact. The journal version adds the sample efficient extension proposed in this manuscript. Two Papers at AISTATS 2020 January 11, 2020 • jkh6 The DSP group will present two papers at the International Conference on Artificial Intelligence and Statistics (AISTATS) conference in June 2020 in Palermo, Sicily, Italy D. It will be held March 1-5, 2020 at The Westin Snowmass Resort in Snowmass village, Colorado. Data analytics comprises many different stages and phases. Adversarial Robustness Guarantees for Classification with Gaussian Processes. A Type System and Semantics for Sound Programmable Inference in Probabilistic Languages. International Conference on Artifical Intelligence and Statistics (AISTATS), 2020. IEEE Signal Processing Letters, 2020. NSF CAREER AWARD Read More. ICLR 2019 - Call For Papers. Lauderdale, Florida, USA. Since its inception in 1985, AISTATS has been an interdisciplinary gathering of researchers at the intersection of. Cowell (Eds. NeuRIPS 2019 paper: Shallow RNN 2 Papers accepted at AISTATS. An optimal algorithm for adversarial bandits with arbitrary delays. Tobias Sommer Thune, Nicolò Cesa-Bianchi, and Yevgeny Seldin. January 2020: New paper accepted to AISTATS "Support recovery and sup-norm convergence rates for sparse pivotal estimation" with Q. Check out our new paper on predictive learning on sign-valued hidden Markov trees (to be submitted shortly to JMLR)! This paper not only extends prior work on noiseless tree structure learning (see related papers by Bresler & Karzand (MIT EECS), cited in the paper, of course), but also develops new theoretical insights and proof techniques. Bill Yuchen Lin, Ming Shen, Pei Zhou, Chandra Bhagavatula, Yejin Choi, Xiang Ren. (Dec 2018) My paper titled "Adaptive Ensemble Prediction for Deep Neural Networks based on Confidence Level" got accepted to AISTATS 2019. He is particularly interested in algorithms for prediction with and learning of non-linear (deep nets), multivariate and structured distributions, and their application in numerous tasks, e. (02/2020) Serving as reviewer for AISTATS 2020, AAAI 2020, and ICML 2020. Maximum Mean Discrepancy for Class Ratio Estimation: Convergence Bounds and Kernel Selection. Kenji Kawaguchi* and Haihao Lu*. Jakub Tomczak. Dec 2018: Shikhar, Prateek, Manik's paper titled "Confidence-based Graph Convolutional Networks for Semi-Supervised Learning" was accepted at AISTATS 2019. By DAVIDE BACCIU Posted on December 20, 2019 Posted in deep learning, papers, research. This year, 621 papers were accepted out of 2,473 submissions for a 25. Distributionally Robust Bayesian Optimization. She is the recipient of a multiple early faculty career awards (National Science Foundation, Office of Naval Research, Microsoft Research) and her group has received several best research paper nominations (CHI, EDMx3) and awards (UAI, RLDM). Comments: This article was submitted to EuroVis 2020 on 5 December 2020. [ paper at publisher web page ] (Jan 2018) I published a paper on a new data augmentation technique for deep learning on arXiv. Tue Dec 10th through Thu the 12th. One paper in domain adaptative detection is accepted by CVPR 2020. Wen, and B. Due to trademark concerns, the Conference on Systems and Machine Learning (SysML) has changed its name to the Conference on Machine Learning and Systems (MLSys) The organizers can be contacted here. [08/24/2019] Our full paper is accepted in EMNLP-IJCNLP 2019!. NeurIPS 2019 Vancouver (6 papers accepted) ACML 2019, Nagoya (1 paper accepted) EMNLP-IJCNLP 2019 Hong Kong (2 papers accepted) ECML-PKDD 2019 Würzburg (2 papers accepted) ICML 2019 Long Beach (9 papers accepted) ICASSP 2019 Brighton (3 papers accepted) AISTATS 2019 Okinawa (2 papers accepted). This is a prestigious flagship technical conference of IEEE Region 10. Two papers accepted at AISTATS 2020 Research Fellow/Senior Research Fellow position in Machine Learning for Climate Science We are looking for a (Senior) Research Fellow at the intersection of climate science and machine learning. Accepted papers will be published as a special issue in the Journal of Machine Learning Research (JMLR) Workshop and Conference Proceedings Series. All accepted papers will be presented at the Conference as contributed talks or as posters and will be published in the Proceedings. Awasthi and J. GitHub is home to over 40 million developers working together to host and review code, manage projects, and build software together. Four papers accepted at NeurISP workshops. Beygelzimer and F. Xiaohui Chen and Yun Yang. Although one work was rejected, this constitutes a. Paper length is 6 pages in IEEE format. In the CMT Author Console there is now a new column labeled "Camera Ready," and in this column, for each accepted paper, a link labeled "Edit. Three papers in AAAI 2020. FedPAQ: A Communication-Efficient Federated Learning Method with Periodic Averaging and Quantization [ paper ] September 2019 We will present our work in NeurIPS 2019. “Surrounded k-Center and Applications in MapReduce” • Hosein Salami and Mostafa Nouri-Baygi. January 2020: Two papers on efficient methods and tight bounds for differentiable games (one, two) accepted at AISTATS'20. Besides, after all papers have been reviewed, the organizers of the conference will choose the top ranked paper as being accepted. The annual KDD conference is the premier interdisciplinary conference bringing together researchers and practitioners from data science, data mining, knowledge discovery, large-scale. CV) [ pdf , other ] Title: The Utility of Feature Reuse: Transfer Learning in Data-Starved Regimes. 2020: Two papers accepted at AISTATS 2020. Larochelle and K. The theme of TENSYMP 2020 is. 12] Talk at Alan Turing Institute. Two papers accepted to AISTATS 2020! April 2019 - Our paper Decomposing feature-level variation with Covariate Gaussian Process Latent Variable Models has been accepted to ICML 2019 February 2019 - I am excited to spend the next three months on a research placement in PROWLER. NeurIPS 2019 Vancouver (6 papers accepted) ACML 2019, Nagoya (1 paper accepted) EMNLP-IJCNLP 2019 Hong Kong (2 papers accepted) ECML-PKDD 2019 Würzburg (2 papers accepted) ICML 2019 Long Beach (9 papers accepted) ICASSP 2019 Brighton (3 papers accepted) AISTATS 2019 Okinawa (2 papers accepted). However its use in continuum armed bandit problems has received relatively little attention. Juan joins from the Pattern Recognition and Human Language Technology. Unbiased Implicit Variational Inference The code for our AISTATS paper has been released. The analyst’s Mobility is having a major impact on IT support paper by Terrence Cosgrove, published in February 2015, notes that by 2018, 40% of contact with the IT service desk will relate to. This symposium focuses on research topics related to efficient algorithms and data structures for discrete problems. A preliminary draft of the ideas in this work was published in the AAAI, 2019 Student Abstract proceedings. 2018/05/11. , which is to solve the ODE model with different proposals of the parameters from the priors, find all the distances using 3. Dec 23 Paper accepted to RECOMB 2020. One paper accepted by UAI 2018. 12] Talk at Alan Turing Institute. 01] Paper accepted at International Conference on Artificial Intelligence and Statistics (AISTATS), Palermo, Italy. Decisions to authors: February 23, 2020. Raphael got 1 paper accepted at ICML. (A search on Google Scholar for “ machine learning arxiv ” yields 10,500 results, just in 2020. Four papers accepted at NeurISP workshops. The AAAI Spring Symposium Series was formerly scheduled for March 23-25, 2020 at Stanford University next to Palo Alto, California. IEEE VIS 2020 is still scheduled to be held as planned in the Fall of 2020. Our paper on “Push-Pull Gradient Methods for Distributed Optimization in Networks” has been accepted by IEEE TAC as a regular paper for publication, 2/2020. If a conference paper later appeared as a journal paper, the pdf or postscript of the journal paper is provided when possible; otherwise, the pdf or postscript of the conference paper appears when possible. Kyrillidis, B. Shimin Hu Shi-Min Hu is currently a professor at Tsinghua University, Beijing, and director of Tsinghua-Tencent joint Lab for Joint Laboratory for Internet Innovation Technology. The 29th International Conference on Algorithmic Learning Theory (ALT 2018) will be held in Lanzarote, Spain, on April 7-9, 2018. LeJeune, H. 2019: We got funded by Yahoo Research. ICLR2020 paper accepted with a spotlight talk on Kernelized Wasserstein Natural Gradient 12 / 2019 Poster presentation at NeurIPS2019 on Maximum Mean Discrepancy Gradient Flow (Vancouver, Canada). Authors can submit their papers electronically via the submission page which will be opened a few weeks before the conference submission deadline. Our paper Empirical Bayes Meta-Learning with Synthetic Gradients is accepted by MetaLearn 2019. Accepted to SIAM Conference on Mathematics of Data Science 2020 Budget-Constrained Bandits over General Cost and Reward Distributions Semih Cayci, Atilla Eryilmaz, R. Two papers accepted at AISTATS 2019 -- one on scalable GP inference and one on compressing random features for kernel matrix approximation; Our Hilbert coresets paper was accepted to the Journal of Machine Learning Research. These tools are under constant development from our research teams, who have had four papers accepted at this year’s Artificial Intelligence and Statistics (AISTATS) conference. (2010) SVM Based Active Learning with Exploration. Subscribe to the ISBI Mailing List. EMNLP, 2019, Hong Kong, China. March 2020: Paper "Sublinear Latency for Simplified Successive Cancellation Decoding of Polar Codes" accepted at the 2020 IEEE International Symposium on Information Theory (ISIT'20). Five papers accepted to CVPR 2020 Five papers were accepted to the Conference on Computer Vision and Pattern Recognition (CVPR). Ibrahimi, I. June 16 th - June 20 th. Authors are encouraged to submit applications papers, as well as more traditional algorithms papers. In Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics (AISTATS), AISTATS, 2020; Corruption-Tolerant Gaussian Process Bandit Optimization; I. One of the first papers that I wrote got accepted to the SIAM journal on optimization (SIOPT). Oct 2019 : Visiting UC San Diego, spoke on Online Nonparametric Forecasting here. Ribeiro, Koen Tiels, Jack Umenberger, Thomas B. 10945, 2019; Accepted to AISTATS 2020. Surveillance & Camera Network; Multimedia Processing; Image & Video Forensics; Visual Saliency; Medical Imaging; Action & Behavior. Short Bio Alex's research is centered around machine learning and computer vision. In Proceedings of the NIPS. Fengyi Tang, Cao Xiao, Fei Wang, Jiayu Zhou, and Li-Wei Lehman. other x-risk, geopolitical strategy, government involvement, analysis of the strategic. November 13, 2019. Our paper "Fair Decisions Despite Imperfect Predictions" (with N. Besides, after all papers have been reviewed, the organizers of the conference will choose the top ranked paper as being accepted. Low-rank regularization and solution uniqueness in over-parameterized matrix sensing: Abstract. Möllenhoff, T. will go live 1-2 weeks before the new date of the conference (in November 2020. , Barthe, G. [12/2019] Area Chair of MIDL 2020. Tecchio, Nikolay Atanasov, Shahin Shahrampour, and George J. [email protected] 11] Talk at Department of Economics. The conference will take place in Palermo, Italy in early June 2020. 01/2020, invited paper to appear at CISS 2020. other x-risk, geopolitical strategy, government involvement, analysis of the strategic. 01/2020, Our paper is accepted to Transactions on Signal Processing. This paper has been accepted as an oral presentation by AISTATS 2018 with 4. Linearly Convergent Frank-Wolfe without Line-Search Fabian Pedregosa (Google)*; Geoffrey Negiar (UC Berkeley); Armin Askari (UC Berkeley); Martin Jaggi (EPFL) Guarantees of Stochastic Greedy Algorithms for Non-monotone Submodular Maximization Shinsaku Sakaue (NTT)*. AISTATS2020 Paper DAVIDE BACCIU Posted on January 7, 2020 Posted in deep learning , news , research Our paper on fragment-based molecule generation just got accepted at AISTATS 2020: congratulations to Marco Podda for the achievement!. Preprints here. Our paper in AISTATS 2017 Non-convex workshop at ICML 2016 - Part I Sep 2016 With this blog post, I want to summarize the key points presented at the ICML 2016 workshop Advances in non-convex analysis and optimization, hosted by Animashree Anandkumar, Sivaraman Balakrishnan, Srinadh Bhojanapalli, Kamalika Chaudhuri, Yudong Chen, Percy Liang. Journal of Chemical Information and Modeling, 2020. ; July 12, 2018: Successfully defend my master thesis which is the runner up for the Outstanding Master. Best Paper Award in the ICML 2018 Workshop on Nonconvex Optimization for ML Accepted at NeurIPS 2018. Wednesday, 3 June 2020. New Paper Acceptance Notification Date is April 10, 2019. The papers are: Poisson intensity estimation with reproducing kernels by Seth Flaxman, Yee Whye Teh, Dino Sejdinovic. A Type System and Semantics for Sound Programmable Inference in Probabilistic Languages. Letters of Reference 3. View Chi-Ken Lu’s profile on LinkedIn, the world's largest professional community. : Two our papers have been accepted to AISTATS 2020! They will be uploaded to the publication page soon. Among the machine learning methods, Gene expression programming (GEP) has been accepted as an effective approach for solving many hydrologic and hydraulic problems (Guven and Gunal, 2008, Azamathulla, 2012, Sattar, 2014a, Sattar, 2014b, El-Hakeem and Sattar, 2015, Najafzadeh and Sattar, 2015, Sattar and Gharabaghi, 2015, Sattar et al. Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics (AISTATS), June 2020 (conference) Accepted arXiv [BibTex] Share Karimi, A. com/978-3-030-44637-6 The. Jan 2020, Our backdoor federated learning paper was accepted to AISTATS'20! Nov 2019, Became a PhD Candidate. Cowell (Eds. The conference aims at providing the Asian and South Pacific CAD/DA and Design community with opportunities of presenting recent. AISTATS 2020. 2019 (direct submission). UAI 2019 will be held at the Carlton Hotel, Eliezer Peri St 10, Tel Aviv-Yafo, Israel. All accepted papers will be presented at the Conference either as contributed talks or as posters, and will be published in the AISTATS Conference Proceedings in the Journal of Machine Learning Research Workshop and Conference Proceedings series. 2020-01-06: One paper was accepted to AISTATS 2020 - "A Hybrid Stochastic Policy Gradient Algorithm for Reinforcement Learning" - joint work with Nhan H. Bayati, and K. January 2020: We are happy to announce that our paper The Fast Loaded Dice Roller: A Near-Optimal Exact Sampler for Discrete Probability Distributions has been accepted for publication at AISTATS 2020. 2018 Bayesian Nonparametrics [email protected], Machine Learning for Healthcare [email protected], Bayesian Deep Learning, [email protected], AABI. December 13, 2019. Accepted papers at AISTATS 2018, NIPS 2017, UAI 2017, ICML 2017 and CVPR 2017. [January 2020] Our paper Learning Sparse Nonparametric DAGs has been accepted by AISTATS 2020. The papers are: Poisson intensity estimation with reproducing kernels by Seth Flaxman, Yee Whye Teh, Dino Sejdinovic. 70 ℹ CiteScore: 2019: 3. November 2019: We are pleased to announce that two papers have been accepted to POPL 2020:. (2019 Fall) Value Function in Frequency Domain and the Characteristic Value Iteration Algorithm is accepted at the Advances in Neural Information Processing Systems (NeurIPS. Conference version in AISTATS, 2020. Paper Deep Generative Models of Sparse and Overdispersed Discrete Data has been accepted to AISTATS 2020 Paper Three-Player Wasserstein GAN via Amortised Duality has been accepted to IJCAI 2019 Paper Learning How to Active Learn by Dreaming has been accepted to ACL 2019. Workshop Paper [W10] is a preliminary version of this paper V. Peyré, has been accepted at AISTATS. Submission due date: February 13, 2020. Thanks AAAI and Google!. We are experimenting with a new code submission policy. This paper proposes a disruptive system based on Blockchain using a Semantic Browser Expert System Bot with artificial intelligence called Blockchain Semantic Browser Expert System (BSBES) to look for and analyze relevant information that significantly represents the cryptocurrencies adoption patterns. Solid Publication/Research Experience 4. 2017/09/16: 1 paper accepted to. Muandet and I. The topic-word and author-topic distributions are learned from data in an unsupervised manner using a Markov chain Monte Carlo algorithm. AISTATS is an interdisciplinary gathering of researchers at the intersection of computer science, artificial intelligence, machine learning, statistics, and related areas. 2020: Three papers are accepted to the 23rd International Conference on Artificial Intelligence and Statistics (AISTATS). Three papers in AAAI 2020. Two talks entitled "Sparsistency of L1-Regularized M-Estimators" by Yen-Huan Li, Jonathan Scarlett, Pradeep Ravikumar, and Volkan Cevher and "Stochastic Spectral Descent for Restricted Boltzmann Machines" by David Carlson, Volkan Cevher, and Lawrence Carin as well as two posters "WASP: Scalable Bayes via barycenters of subset posteriors" by Sanvesh Srivastava, Volkan Cevher, Quoc Tran Dinh. I want to use \citet since it is convenient (I do not type the author's name myself). [February 20] Presented new paper on the impact of loss on Double descent at ITA 2020. 2017: Our paper on Regression Uncertainty on the Grassmannian was accepted by AISTATS 2017 for oral presentation. January 2020 Read more. January 31, 2020. Randomized Gradient Boosting Machines, Haihao Lu and Rahul Mazumder, submitted. Papers under Review. The program will feature talks from a wide range of consumer-facing brand-name companies you know of, as well as talks from sectors you did not expect to see at WSDM. 2 papers accepted at ICLR 2020, about mirror generative model to unite language modelling and machine translation , and learning data-to-text generation templates via a variational method even without parallel corpus. 09/2019, two papers have been accepted by NeurIPS 2019. Embarassingly Parallel Inference for Gaussian Processes has been published in the Journal of Machine Learning Research. AISTATS is an interdisciplinary gathering of researchers at the intersection of computer science, artificial intelligence, machine learning, statistics, and related areas. , Valera, I. Deadlines are shown in America/New_York time. January 2020: Two papers on efficient methods and tight bounds for differentiable games (one, two) accepted at AISTATS'20. An optimal algorithm for adversarial bandits with arbitrary delays. 21427/D72G79 This Conference Paper is brought to you for free and open access by the School of Computing at [email protected] Dublin. Accepted papers at AISTATS 2016, ICML 2016, and NIPS 2016. [email protected] Zürich. 0 using PyPhi [61, 72]) to schools of two to five fish (Plecoglossus altivelis) and show the intrinsic differences between these groups. Paper on "Constrained 1-Spectral Clustering" by Shyam Rangapuram and Matthias Hein accepted at AISTATS 2012. Michael Mitzenmacher: Publications By Year All conference and journal papers are listed. (provisionally accepted) [J48]Pierre E. 20) Our paper "Regression Under Human Assistance" (with A. Sun+ and M. Our PhD students have received numerous accolades, including the NDSEG Fellowship, the NPSC Fellowship, Harper Dissertation Award, and have been named Siebel Scholars and Google Scholars. Accepted papers at AISTATS 2016, ICML 2016, and NIPS 2016. 1 One paper got accepted to AISTATS 2020! Contratulations Tae Eon Park! 20. Disclaimer: The rankings below are for the most prestigious category of paper at a given conference (i. Yao-Yuan Yang, Cyrus Rashtchian, Yizhen Wang and Kamalika Chaudhuri, Artificial Intelligence and Statistics (AISTATS), 2020. Wallach and H. The Fourteenth International AAAI Conference on Web and Social Media will be held in virtual form June 8-11 in Atlanta, Georgia. ) has been accepted by the journal Frontiers. van der Schaar acts as member of the advisory board of World Innovation Summit for Health (WISH) Report on Data Science and AI Forum 2018 - download report here [ Link ]. January 6, 2020. December 2019: I gave talks at the New Jersey Institute of Technology (NJIT), and at Rensslear Polytechnic Institute (RPI)! Summer 2019: I presented two of our papers at [email protected] Our paper entitled "Rep the Set: Neural Networks for Learning Set Representations" has been accepted for presentation at AISTATS, held in Palermo. Lawrence Mark Reid. Scarlett; In Proc. Building Interpretable Classifiers with Rules using Bayesian Analysis. (Dec 9, 2019) An early draft of our paper Learning Algorithms from Bayesian Principles. (among 8% of accepted papers). (SIGKDD 2007) 2006 & 2005. News: new A paper on optimistic optimization accepted to EWRL 2018. Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics (AISTATS), June 2020 (conference) Accepted arXiv [BibTex] Share Karimi, A. Abstract: In this paper, we theoretically prove that adding one special neuron per output unit eliminates all suboptimal local minima of any deep neural network, for multi-class classification. One of the first papers that I wrote got accepted to the SIAM journal on optimization (SIOPT). Note: There is a gap in the proof of the paper, which makes the paper's main statement invalid. Thanks AAAI and Google!. Volumes are published online on the PMLR web site. December 2019: The AI chair proposal CaMeLOt (CooperAtive MachinE Leanrning and OpTimization) has been selected by the ANR. Lauderdale, Florida, USA. Our paper Empirical Bayes Transductive Meta-Learning with Synthetic Gradients is accepted by ICLR 2020. All accepted papers will be presented at the Conference as contributed talks or as posters and will be published in the Proceedings. 2019 ABC-strategy: budgeted experimental design for targeted causal structure discovery. Lawrence Mark Reid. 07/01/20 Our paper, "Distributionally robust Bayesian quadrature optimization" has been accepted to AISTATS 2020 (Palermo, Italy). The purpose of the International Conference on Agents and Artificial Intelligence is to bring together researchers, engineers and practitioners. Presented at 39th Information-Based Induction Sciences and Machine Learning Technical Committee (IBISML039), Kyoto, Japan, Mar. Tutorials: July 22nd, 2019; Main conference: July 23rd - July 25th, 2019. 2020: Three papers are accepted to the 23rd International Conference on Artificial Intelligence and Statistics (AISTATS). CiteScore: 3. Mengjia Yu*, Xiaohui Chen. UAI is supported by the Association for Uncertainty in Artificial Intelligence (AUAI). In Proceedings of the AISTATS. 6, 2019] Three papers got accepted to AISTATS 2020. September 9th, 2015 Group Membership Prediction. Author Notification 5 July 2020. ICLR2020 paper accepted with a spotlight talk on Kernelized Wasserstein Natural Gradient 12 / 2019 Poster presentation at NeurIPS2019 on Maximum Mean Discrepancy Gradient Flow (Vancouver, Canada). Journal paper: February 2020 (First version, August 2018): Author: Tianxiao Sun, Ion Necoara, and Q. Robust Few-Shot Learning for User-Provided Data. Conference and Workshop Papers Optimization of Graph Total Variation via Active-Set-based Combinatorial Reconditioning (Z. This was an intensive workshop at Oxford, with a large number of participants, and covered, among many other things, goals and principles of AI policy and strategy, value alignment for advanced machine learning, the relative importance of AI v. students to join my research group. A Practical Algorithm for Multiplayer Bandits when Arm Means Vary Among Players. 8, 2020] New paper "Corruption-Tolerant Gaussian Process Bandit Optimization" is now available on arXiv. Jegelka, A. Accepted to AISTATS 2020 Subjects: Machine Learning (cs. Junhyun Lee · Inyeop Lee · Jaewoo Kang. The Eighth annual conference is held Sun Apr 26th through Thu the 30th, 2020 at Millennium Hall. [12/10-12/15] At NeurIPS 2019, presenting at the HCML and OTML Workshops. \ifnum \statePaper =0 {\gdef\@runningauthor {Manuscript under review by AISTATS 2018}} \fi % If the paper is accepted, print the author names or runningauthor as heading. Nearest Neighbor Classification and Search. One Method to Rule Them All: Variance Reduction for Data, Parameters and Many New Methods Filip Hanzely, Peter Richtárik Submitted, 2019 Slides, poster. The Hong Kong Society of Robotics and Automation (HKSRA) takes the pleasure to invite you to 2020 International Conference on Frontiers of Artificial Intelligence and Statistics (CFAIS 2020) which will be held on 20th – 22th July, 2020 in Seoul, South Korea. ; October, 2019: Presented Scale Invariant Power Iteration at the INFORMS Annual Meeting 2019. Joe Wang is a Research Scientist at Amazon, Cambridge 2020. A paper accepted for IJCAI 2020 04/25, 2020 未分類 A paper on crowdsourcing aggregation is accepted for International Joint Conference on Artificial Intelligence (IJCAI): Jiyi Li, Yasushi Kawase, Yukino Baba, Hisashi Kashima. 10945, 2019; Accepted to AISTATS 2020. Du*, Xin T. Our Context Mover’s Distance paper is accepted at AISTATS 2020. The accepted papers will be published by IEEE and will be available in the IEEExplore. Fri Dec 13th through Sat the 14th. 2019: I will serve as a reviewer for AISTATS 2020; Aug. 2019/11/11 One paper has been accepted to AAAI 2020. , Valera, I. Möllenhoff, T. The program will feature talks from a wide range of consumer-facing brand-name companies you know of, as well as talks from sectors you did not expect to see at WSDM. COLT, AISTATS, AAAI, ICLR, JMLR, SIGGRAPH, Transactions on Information The-ory, ISIT, ICASSP, Transactions on Wireless Communications. 2 between these solutions and the true data, and then choose the one that minimizes this distance. 20: Volume 19 completed; Volume 20 began. Author Notification 5 July 2020. Incidentally, I’m partially “responsible” for the John Winn paper above getting accepted to AISTATS. Both conferences will be held in Playa Blanca, Lanzarote, Canary Islands. Zheng Zhao, Filip Tronarp, Roland Hostettler, and Simo Särkkä (2020). Wen, and B. [ ICML ] MohammadHossein Bateni, Lin Chen , Hossein Esfandiari, Thomas Fu, Vahab S. Postdoc position available:. 22931–22937, Nov. Subscribe to the ISBI Mailing List. Ribeiro, Koen Tiels, Luis A. Lazaric at AAAI'20. Thanks, Google! Paper accepted to AISTATS 2017! I am a Tutorials Co. The accepted papers will be published by Conference Publishing Services (CPS) and will be submitted to IEEE Xplore Digital. There will be workshops on the day following the conference and. arXiv This paper was accepted for publication in IEEE Transactions on. Paper Submission Due: August 14, 2020: Acceptance Notification: November 6, 2020: Camera-ready Papers Due: November 27, 2020: Conference Dates: January 12-15, 2021. (Dec 2018) My paper titled "Adaptive Ensemble Prediction for Deep Neural Networks based on Confidence Level" got accepted to AISTATS 2019. 09227, 2019; Accepted to AISTATS 2020. Ming!Shang!(Bit)*;!Heyan!Huang!(Beijing!Engineering!Research!Center!of!High!Volume!Language!Information Processing!and!Cloud!Computing!Applications,!Department!of. 10945, 2019; Accepted to AISTATS 2020. 04/09/19 Our paper on "Bayesian optimization with unknown search space" has been accepted. Our paper on “Prediction, Consistency, Curvature: Representation Learning for Locally-Linear Control” was accepted at ICLR-2020. Our paper “Automated Augmented Conjugate Inference for Non-conjugate Gaussian Process Models” got accepted at the AISTATS 2020 conference, check it out! Here is a short explaining Twitter thread. arXiv:1907. If authors' research is currently under review (such as in AISTATS 2020 or ICLR 2020), their research is still encouraged to submit to and present in AABI. ASP-DAC 2020 is the 25th annual international conference on VLSI design automation in Asia and South Pacific region, one of the most active regions of design and fabrication of silicon chips in the world. Our paper on RL with model ensembles is accepted at AISTATS 2020! Our paper on Metareasoning in Modular Software Systems got accepted at AAAI 2020. [01/2020] Paper on unpaired multi-modal learning with knowledge distillation is accepted to TMI. , Krishna Jagannathan and Ravi Kumar Kolla, Concentration bounds for CVaR estimation: The cases of light-tailed and heavy-tailed distributions, 2019. 01/2020, invited paper to appear at CISS 2020. In NeurIPS 2018 Adversarial Vision Challenge,. Sabato, "Epsilon-Best-Arm Identification in Pay-Per-Reward Multi-Armed Bandits", Neural Information Processing Systems (NeurIPS), 2019, to appear. January 31, 2020. , which is to solve the ODE model with different proposals of the parameters from the priors, find all the distances using 3. Accepted Papers AISTATS 2020 Call for Papers AISTATS is an interdisciplinary gathering of researchers at the intersection of computer science, artificial intelligence, machine learning, statistics, and related areas. Sep 01 2018. Science Park of the Universitat Politècnica de València (Spain) Send contribution. Longyun got 1 paper accepted at ISIT. Conference and Workshop Papers Optimization of Graph Total Variation via Active-Set-based Combinatorial Reconditioning (Z. D Lab @ SKKU from Taesup Moon on Vimeo. Mar 05, 2020 — An updated overview of recent gradient descent algorithms Feb 06, 2020 — FourierSAT at AAAI 2020. Congratulations to Kurtland for his first paper! 01 Aug 2018: Three journal published. Three papers on semantics of rule-based data repair, causal relational learning, and computation of local sensitivity accepted to SIGMOD 2020! Congrats Amir, Harsh, Yuchao, and all collaborators! Causal inference for networks paper accepted to AISTATS 2020!. 2018, a paper accepted by AISTATS 2018: "Nearly optimal adaptive procedure for piecewise-stationary bandit: A change-point detection approach. Derezinski and M. Polyanskiy, “Information storage in the stochastic Ising model at low temperature”. 09/2019, two papers have been accepted by NeurIPS 2019. Besides, after all papers have been reviewed, the organizers of the conference will choose the top ranked paper as being accepted. Meng Qu · Yoshua Bengio · Jian Tang. Ganguly) has been accepted at AAAI 2020 !. The places to the seminar are handed based on the availability of the listed papers in first-come-first-serve basis, but in case of conflicts, a priority is given to the students with stronger background information. March 2019 New datasets for multi-graph matching available. PDF The True Sample Complexity of Identifying Good Arms , Julian Katz-Samuels, Kevin Jamieson, Accepted at AISTATS 2020. January 2020 arXiv: arXiv:2001. Guidelines for submission and camera ready format are available on the website. Palermo, Sicily, Italy. On Stationary-Point Hitting Time and Ergodicity of Stochastic Gradient Langevin Dynamics Jounrnal of Machine Learning Research (JMLR), accepted for publication Xi Chen*, Simon S. So, the camera ready copy should be trimmed to be included in the proceedings. Sometimes a paper could be accepted with "weak accept" or "borderline" or even with a "weak reject". Each accepted paper must be covered by at least one registration at the full member/non-member rate by 13 February 2020, and one full rate registration can cover up to four papers. Recent Papers (2019/02/28) Several papers are accepted or just written on representation learning for graph embedding and similarity learning. If yes, then you can pay the rest part of the conference fee. This section formalizes the idea of a boundary as a Markov blanket []. Application will be accepted from Monday, April 6 and closes May 21, 2020. The Sixteenth AAAI Conference on Artificial Intelligence and. 11] Talk at Department of Economics. A Unified Theory of SGD: Variance Reduction, Sampling, Quantization and Coordinate Descent Eduard Gorbunov, Filip Hanzely, Peter Richtárik AISTATS, 2020. The 26th International Conference on Neural Information Processing (ICONIP2019) aims at presentation of professional research results and enthusiastic discussions among researchers, scientists, and industry professionals who are working in neural network, deep learning and related bio-inspired computing fields. 01/09/20 – Mohsen Ferdosi and Arash Gholamidavoodi’s paper, “Measuring Mutual Information Between All Pairs of Variables in Subquadratic Complexity” , has been accepted for AISTATS 2020. International Conference on Machine Learning (ICML), 2018{2020 { 2019 Top 5% Reviewer (awarded free ICML registration) Arti cial Intelligence and Statistics (AISTATS), 2017{2020 Conference on Learning Theory (COLT), 2018 IEEE International Symposium on Information Theory (ISIT), 2019 International Joint Conference on Arti cial Intelligence. Use Git or checkout with SVN using the web URL. A novel technique for reconstructing the environment based on the same compact features used for localization. Dimakis, Constantine Caramanis. 2018/09/05: 3 papers accepted to NeurIPS'18. arXiv This paper was accepted for publication in IEEE Transactions on. AISTATS 2017, ICC 2018, SPAWC 2017, 2018, 2019, MLSP 2018, 2019 PUBLICATIONS & PRESENTATIONS Journal Papers (Published)2 1. Prior to joining Stanford University in 1994, he worked at AT&T Bell Laboratories for nine years, where he helped develop the statistical modeling environment popular in the R computing system. We first propose a novel structured penalty using the pairwise difference of absolute values between features, which is an improved GraphNet penalty (Grosenick et al. ICCV is the premier international computer vision event comprising the main conference and several co-located workshops and tutorials. 01] Paper accepted at International Conference on Artificial Intelligence and Statistics (AISTATS), Palermo, Italy. The conference delegates can download the proceedings starting Wed 28 Aug for a limited time from the links below:. Our paper on privately learning polygons was accepted to ICML'19. It was accepted on the grounds of it providing a nice trick of expressing graphical independence in a more granular way. Moontae Lee, David Bindel, and David Mimno. Projection predictive model selection for Gaussian processes. He has published several papers at top venues including NeurIPS, AISTATS, ISMB and ACSSC and has more than 225 Google Scholar citations. 2020; 2 Papers accepted at NeurIPS'19. AISTATS 2020, Palermo, Sicily, Italy, June 3-5, 2020 (accepted papers 1 2 3) SIAM Conference on Optimization, The Hong Kong Polytechnic University, Hong Kong, China, May 26-29, 2020 (organizing committee member) postponed due to Covid-19. * Accepted to AISTATS 2020 Access Model/Code and Paper MIDI-Sandwich2: RNN-based Hierarchical Multi-modal Fusion Generation VAE networks for multi-track symbolic music generation. Yanglei Song*, Xiaohui Chen, Kengo Kato. Conference Information. [ ICML ] MohammadHossein Bateni, Lin Chen , Hossein Esfandiari, Thomas Fu, Vahab S. NeuRIPS 2019 paper: Shallow RNN. If interested in working with me, please apply to our graduate program. Paper accepted to the 40th IEEE Real-Time Systems Symposium (RTSS 2019). Read post Looking forward to NeurIPS 2019. Introduction: The conference aims at providing a leading international forum for researchers in machine learning and related fields to share their new ideas and achievements. View Tomoki Ohsawa's profile, machine learning models, research papers, and code. A Memorable Career Point: First Ph. They are proceedings from the conference, "Neural Information Processing Systems 2018. He is particularly interested in algorithms for prediction with and learning of non-linear (deep nets), multivariate and structured distributions, and their application in numerous tasks, e. Photograph by Amin Adibi. The conference is soliciting state-of-the-art research papers in different scientific fileds related to mechatronics, control, and robotics. I was rejected from ICML last year on an earlier version of my paper, so I understand that how much it sucks to wait for the next submission instance. CSCW, 2019, Austin, TX. 2020: I have been appointed as the Wireless Communications Symposium Co-Chair of IEEE Global Communications Conference (Globecom) 2021. : We start a regular research seminar on convex and combinatorial optimization! 2018, Aug. Shulgin, Y. 2017, paper accepted: journal paper (joint work with Yijian, Emiliano, Sairaj and Zi), entitled “Distributed Controllers. Mimno, “Prior-Aware Composition Inference for Spectral Topic Models,” in Proceedings of AISTATS 2020, 2020. Email address: first name DOT last name at GMAIL UPDATE: Two papers accepted for AISTATS 2020! Research Interests. Safe-Bayesian generalized linear regression Rianne de Heide, Alice Kirichenko, Peter Grunwald, Nishant Mehta Accepted to AISTATS, 2020. On the smotheness of nonlinear system identification. 2019) 1 paper were accepted to ICLR 2019, and 1 paper were accepted to AISTATS 2019. 30/09/19 Our manuscript on "Markov information bottleneck" has been accepted to Entropy journal. EMNLP, 2019, Hong Kong, China. Wallach and H. 01/2020, invited paper to appear at CISS 2020. 2020: One paper accepted at IEEE Transactions on Information Theory. All accepted papers will be presented at the Conference as contributed talks or as posters and will be published in the Proceedings. AISTATS 2020 Paper: Minimax Rank-1 Estimation. The papers below appear in Advances in Neural Information Processing Systems 32 edited by H. Dec 2018: Paper Accepted at AISTATS 2019 Unbiased Implicit Variational Inference [ arxiv ] We develop unbiased implicit variational inference (UIVI), a method that expands the applicability of variational inference by defining an expressive variational family. Recent News. 08/2019, I accepted the invitation to serve as a PC for AISTATS 2020. 2019: I will serve as a reviewer for ICLR 2020; Jun. (2011, April 11. Sisson, Online Binary Space Partitioning Forests, Proc. He studied physics in Heidelberg and at Imperial College, London, and received a PhD from the University of Cambridge, UK, in 2011, under the supervision of the. Lazaric at AAAI'20. Damien Garreau, Ulrike von Luxburg: Explaining the Explainer: A First Theoretical Analysis of LIME. Five papers accepted to CVPR 2020 Five papers were accepted to the Conference on Computer Vision and Pattern Recognition (CVPR). 08/2019: Two papers accepted to ICTAI'19. The 38th International Conference on Machine Learning (ICML 2020) will be held in Vienna, Austria – Monday July 13 — Saturday July 18, 2020. in 2010 from Columbia University under the advisement of. New paper accepted in CVIU! Two Papers accepted at ICIAP 2019; We will organize AISTATS 2020 in Palermo!! Research. ----- Top first authors: 5 zeyuan allen-zhu 3 david balduzzi 2 jakob foerster 2 jialei wang 2 wen sun 2 olivier bachem 2 zi wang 2 heinrich jiang 2 yizhe zhang 2 lucas maystre ----- Top last authors: 5 koray kavukcuoglu 4 eric xing 4 le song 4 zoubin ghahramani 4. Gold Award) and a best paper award. Until the end of 2004, paper volumes (ISSN 1532-4435) were published 8 times annually and sold to libraries and individuals by the MIT Press. Bengio and H. : Two our papers have been accepted to AISTATS 2020! They will be uploaded to the publication page soon. [C49] Anamay Chaturvedi and Jonathan Scarlett, \Learning Gaussian graphical models via multi- plicative weights," accepted to International Conference on Arti cial Intelligence and Statistics. Zhaosen got 1 paper accepted at Allerton. [February 20] Presented new paper on the impact of loss on Double descent at ITA 2020. ALT 2020 will have both a best student paper award (E. A paper accepted for IJCAI 2020 04/25, 2020; A paper accepted to CVPR 2020 03/05, 2020; A paper accepted to ECAI 2020 01/15, 2020; Two papers accepted to AISTATS 2020 01/07, 2020; A paper accepted for ESWA Journal 11/29, 2019; One paper accepted to AAAI 2020 11/11, 2019; A paper on chemical network prediction accepted for BMC Bioinformatics 09. 2019] Paper with Zhiwei, Stephen, Kannan and Philip accepted to SDM 2020. Accepted to the International Conference on Artificial Intelligence and Statistics (AISTATS-2020), Palermo, Sicily, Italy, June 2020. Bengio and H. AIStats 2020. I will give a talk on "Distributed Optimization over networks: From. Work-in-progress paper (3 pages) to be presented at the IEEE Haptics Symposium, Washington, DC, USA, March 2020 (misc) Accepted Abstract We present a fabric-based piezoresistive tactile sensor system designed to detect social touch gestures on a robot. The program chairs will be Sheila McIlraith, University of Toronto, Canada and Kilian Weinberger, Cornell University, USA. Raw vibration signal pattern recognition with automatic hyper-parameter-optimized convolutional neural network for bearing fault diagnosis Heng Li, Qing Zhang, Xianrong Qin, and Sun Yuantao Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science 2019 234 : 1 , 343-360. , for 3D scene understanding from a single image. Paper on "Constrained 1-Spectral Clustering" by Shyam Rangapuram and Matthias Hein accepted at AISTATS 2012. Journal Papers (* student or post-doc co-authors) G. In Proceedings of the International Conference on Artificial Intelligence and Statistics (AISTATS), 2020. Paper Convergence Rates of Gradient Descent and MM Algorithms for Bradley-Terry Models accepted for presentation at The 23rd International Conference on Artificial Intelligence and Statistics (AISTATS 2020), with Seyoung Yun and Kaifang Zhou. Our paper on privately learning polygons was accepted to ICML'19. Jakub Tomczak My first experience with evolutionary robotics 🙉 Learning a neural-network-based controller of a robot with evolvable morphology. Article first published online: March 13, 2020 Moritz Köster 1 , 2 , 3 , Ezgi Kayhan 1 , 4 , Miriam Langeloh 1 , 5 , Stefanie Hoehl 6 1 Max Planck Institute for Human Cognitive and Brain Sciences. The usage of adversarial learning is effective in improving visual perception performance since adversarial learning works as realistic. 11] Paper accepted in World Bank Economic Review. 2019: one paper accepted at DAI 2019; Aug. Max Welling. Presented our work on Model Fusion via Optimal Transport at the OTML workshop in NeurIPS (2019). Emnlp 2020 Emnlp 2020. Other tracks will be announced later. 30 June 2017 Our paper "Discrete Sparse Coding" (Exarchakis & Lücke) has been accepted by Neural Computation. Self-Attention Graph Pooling. Our paper A Double Residual Compression Algorithm for Efficient Distributed Learning for highly efficient distributed optimization is online. Malick and F. Hendrickx, Alex Olshevsky and Venkatesh Saligrama, Minimax Rank-1 Factorization, accepted for presentation at the 23rd International Conference on Artificial Intelligence and Statistics (AISTATS 2020). Scarlett; In Proc. Four papers accepted at NeurISP workshops. IEEE Transactions on Neural Networks and Learning Systems. Workshops are included in the ticket price. Submission Start: Aug 01 2019 11:59PM UTC-0, End: Sep 25 2019 02:59PM UTC-0. Paper and Matlab Code will be available soon. Congratulations Mohsen and Arash! 10/01/19 – Our lab receives NIH New Innovator Award ($2. Decisions powered by people, empowered by AI. Final papers found to exceed page limits and or otherwise violating the instructions to authors will not be included in the proceedings. “Conservative Exploration in Reinforcement Learning”. 22931–22937, Nov. Reed Prize for Excellence in Biostatistical Science, Harvard University, January 2007. Larochelle and A. The probability distribution over topics in a multi-author paper is a mixture of the distributions associated with the authors. Accepted: February 24, 2020. Solid Publication/Research Experience 4. 2020-2021 International Conferences in Artificial Intelligence, Machine Learning, Computer Vision, Data Mining, Natural Language Processing and Robotics Update : 2020-3-6 Jackie Tseng , TCVIL Lab. Combating Label Noise in Deep. Photograph by Amin Adibi. Near-Optimal Representation Learning for Hierarchical Reinforcement Learning. We are currently evaluating the possibility of postponing the conference to September in the same location. Conference Sessions. Conference version in AISTATS, 2020. In addition to the design of such methods and structures, the scope also includes their use, performance analysis, and the mathematical problems related to their development or limitations. 09227, 2019; Accepted to AISTATS 2020. (2019 Fall) Value Function in Frequency Domain and the Characteristic Value Iteration Algorithm is accepted at the Advances in Neural Information Processing Systems (NeurIPS. Workshop Paper [W10] is a preliminary version of this paper V. ) has been accepted by the journal Frontiers. ; May 28, 2019: Two papers available on arXiv. 01/2020, Our paper is accepted to AISTATS. New paper on risk-aware linear-quadratic regulators under preparation (to be submitted; see “Publications” for a preprint soon). On the smotheness of nonlinear system identification. Cremers) , In International Conference on Artificial Intelligence and Statistics (AISTATS) , 2020. Saumya has 3 jobs listed on their profile. December 13, 2019. (Oral presentation at NeurIPS 2018 Workshop on Deep Reinforcement Learning; top ~10 out of ~130 accepted papers) Ofir Nachum, Shixiang Gu, Honglak Lee, Sergey Levine. & Shakkottai, S. 03/24/2017. phone: (617) 373-6455 ; Address: 177 Huntington Ave Office 2224, Boston, MA 02115. These tools are under constant development from our research teams, who have had four papers accepted at this year's Artificial Intelligence and Statistics (AISTATS) conference. , Krishna Jagannathan and Ravi Kumar Kolla, Concentration bounds for CVaR estimation: The cases of light-tailed and heavy-tailed distributions, 2019. 7 June 2017 Our paper "Models of acetylcholine and dopamine signals differentially improve neural representations" (Holca-Lamarre et al. " Use this link to submit camera-ready papers. A paper accepted for IJCAI 2020 04/25, 2020; A paper accepted to CVPR 2020 03/05, 2020; A paper accepted to ECAI 2020 01/15, 2020; Two papers accepted to AISTATS 2020 01/07, 2020; A paper accepted for ESWA Journal 11/29, 2019; One paper accepted to AAAI 2020 11/11, 2019; A paper on chemical network prediction accepted for BMC Bioinformatics 09.
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