Aistats 2021

March 2, 2021. ML] for this version). 2018 GabrielGrand. 23rd International Conference on Arti cial Intelligence and Statistics (AISTATS), 2020. degree in Industrial Engineering (with Statistics major) from Georgia Institute of Technology in 2021. And here is a collection of author talks and book reviews that might be helpful to check out before diving deep into the books. 03367) CONFERENCE PAPERS 1. In Kamalika Chaudhuri and Masashi Sugiyama, editors, The 22nd International Conference on Artificial Intelligence and Statistics, AISTATS 2019, 16-18 April 2019, Naha, Okinawa, Japan, volume 89 of Proceedings of Machine Learning Research, pages 148–157. Data Analytics Track. SAdam: A Variant of. There once was a really bad poet, it was automated but you didn’t know it. @inproceedings{bian2017guaranteed, title={Guaranteed Non-convex Optimization: Submodular Maximization over Continuous Domains}, author={Bian, Andrew An and Mirzasoleiman, Baharan and Buhmann, Joachim M. 2021-02-09: Sync change of repo notices: cfg: 2019-11-30: vds: added attenive state-space modeling: data: 2019-09-22: AISTATS 2019 software; Time Series. 3%) Differentially Private Assouad, Fano, and Le Cam arXiv:1802. Successful applicants will receive funding support for their PhD studies. Contribute to aistats/aistats2021 development by creating an account on GitHub. March 2021 Our paper about AML treatment has been published at Nature Cancer! 23. Before joining as a postdoc, I was a Ph. 2021 Two papers accepted at ICLR 2021; one at AISTATS 2021 26. 13aprTutto il giorno15AISTATS 202124th International Conference on Artificial. On Continuous Local BDD-Based Search for Hybrid SAT Solving at AAAI 2021. International Conference on Artificial Intelligence and Statistics (AISTATS), 2021. The Web Conference 2020 Local Organizing Committees has been working very hard behind the scenes in making the 2020 edition a safe and successful one in considering of that the COVID-19 is an extraordinary global public health issue. Our paper On Data Efficiency of Meta-learning has been accepted to AISTATS! Jan 26, 2021 We had a successful first lunch & learn on object detection with DETR/Deformable DETR!. My research interest is machine learning theory, including differential privacy, off-policy reinforcement learning,domain adaptation. Professor Xie has been invited to be reviewers of several top conferences, such as AAAI, ICML, Neurips, AISTATS, ICLR. In International Conference on Learning Representations (ICLR), 2021 Interpretable Sequence Learning for Covid-19 Forecasting Sercan Arik, Chun-Liang Li, Jinsung Yoon, Rajarishi Sinha, Arkady Epshteyn, Long Le, Vikas Menon, Shashank Singh, Leyou Zhang, Nate Yoder, Martin Nikoltchev, Yash Sonthalia, Hootan Nakhost, Elli Kanal and Tomas Pfister. Alexander Lorbert and Peter J. Ruqi Zhang, Yingzhen Li, Christopher De Sa, Sam Devlin, Cheng Zhang Artificial Intelligence and Statistics (AISTATS), 2021. [October 22, 2020] Honored to receive a high-scoring reviewer award from NeurIPS2020. Zhize Li (李志泽) I am now a Research Scientist at the King Abdullah University of Science and Technology (KAUST) since September 2020. She is a co-workshop Chair ICLR 2019, and has been an area chair and a program committee at NIPS, ICML, AISTATS and FAT* conferences. Monday, 14 June 2021, 12:00pm - 05:00pm (EDT) He has served as a reviewer for AISTATS-21, NeurIPS-20, ICML-20 and TPC member for AAAI-21, AAAI-18, ACM Mobihoc-17. \Communication E cient Signal Detection for Distributed Ambient Noise Imaging. Doctoral Student at University of Virginia. Stelmakh, C. Again, we are very sorry that we cannot hold a physical or virtual CHI 2020, as we would have liked to “hang” with all of you, in some shape or form, but we hope to see you next year at CHI 2021 in Yokohama, Japan. [Jan, 2021] We will present a novel analysis of using non-linear projections for neural networks black-box attack at AISTATS 2021. The 24th International Conference on Artificial Intelligence and Statistics will be held virtually from Tuesday, 13 Apr. Machine Learning Intern, Lincolnshire, IL 60069 (Remote position but need to be able to work CST and/or EST hours) Kelly Services is seeking a Machine learning Intern this position will handle reinforcement learning so someone with 'reinforcement learning' experience is needed to be a part of AI's Core Machine Learning Team. NeurIPS 2018. 2: The community for data mining, data science and analytics. arXiv stat. aistats 2021 Aug 22, 2020 | News Stories This is the home page of AISTATS 2021. I’m interested in understanding the fundamental theoretical questions behind tools in modern machine learning and using them to develop new practical methods. 2 +41 44 632 43 89 I am interested in increasing the understanding of reinforcement learning methods. 01 /2021: Delighted and honored to receive NSF CAREER Award!. Cong Shen and Prof. 2021/01: Our two papers have been accepted to ICASSP 2021. 10/11/2020. Professor Xie has been invited to be reviewers of several top conferences, such as AAAI, ICML, Neurips, AISTATS, ICLR. LG); Artificial Intelligence (cs. Viacheslav Borovitskiy, Iskander Azangulov, Alexander Terenin, Peter Mostowsky, Marc P. Thursday, February 25, 2020, 16:00 PM PST. AISTATS 2018 - International Conference on Artificial Intelligence and 2021. Roy NeurIPS. Once the year has past it can be archived to. Alexander Lorbert, David Eis, Victoria Kostina, David Blei, Peter Ramadge, “Exploiting Covariate Similarity in Sparse Regression via the Pairwise Elastic Net,” Thirteenth AISTATS; 9:477-484, 2010. 2021 Invited talk at Max Planck Symposium on Computing and Society. Attended by more than 6,000 people, meeting activities include oral presentations, panel sessions, poster presentations, continuing education courses, an exhibit hall (with state-of-the-art statistical products and opportunities), career placement services, society and section business. Meta-Learning Divergences for Variational Inference. In Kamalika Chaudhuri and Masashi Sugiyama, editors, The 22nd International Conference on Artificial Intelligence and Statistics, AISTATS 2019, 16-18 April 2019, Naha, Okinawa, Japan, volume 89 of Proceedings of Machine Learning Research, pages 148–157. Последние твиты от AISTATS Conference (@aistats_conf). 2021 Fast-rate PAC-Bayes Generalization Bounds via Shifted Rademacher Processes Jun Yang*, Shengyang Sun* , Daniel M. Du-ration: May 2020{Aug 2021. I am Jayesh Choudhari, currently a Postdoctoral Fellow at University of Warwick, honoured to be working under the guidance of Dr. Preliminary version: Proceedings of AISTATS 2021. Top Conferences for Machine Learning & Artificial Intelligence. We encourage the submission of all papers which are in keeping with this objective at AISTATS. 519{528, 2018. Zhang and Marius Kloft. 12 /2020: Paper accepted to AAAI 21!. student in the Computer Science Department at IIT Gandhinagar since December 2014. Minimax Bounds on Stochastic Batched Convex Optimization. Georgia Institute of Technology, 2016-2021(expected) Major: Statistics; Minor: Operations Research. November 2019. 2021 Measuring massive multitask language understanding. Ohsaka Predictive optimization with zero-shot domain adaptation. Bengio NIPS-16 Workshop on Neural Abstract Machines & Program Induction (NAMPI) A Neural Knowledge Language Model. VLDB is a premier annual international forum for data management and database researchers, vendors, practitioners, application developers, and users. Up and down the stack, from best of class distributed systems like Apache Kafka to cutting edge mobile frameworks and take-no-prisoners machine. March 2021 Our paper about AML treatment has been published at Nature Cancer! 23. Artificial Intelligence and Statistics (AISTATS) 2017. AISTATS 2019. International Conference on Artificial Intelligence and Statistics (AISTATS) 2009. Anilesh Krishnaswamy*, Haoming Li*, David Rein*, Hanrui Zhang*, Vincent Conitzer. Gains and losses are fundamentally different in regret minimization: the sparse case (with V. On the Minimax Optimality of the EM Algorithm for Two-Component Mixed Linear Regression. Rastogi, N. AISTATS, 2021. If you are still planning a 2021 reading list, here are 10 AI/ML books to consider. "Differentially Private Causal Inference. Preprint here. AISTATS 2021 arXiv: Regularizing Neural Networks via Minimizing Hyperspherical Energy Rongmei Lin, Weiyang Liu, Zhen Liu, Chen Feng, Zhiding Yu,. Self-Concordant Analysis of Generalized Linear Bandits with Forgetting. The application period for becoming a Masters student, PhD student and intern with me in 2021 is now over. AISTATS 2019. Bio International Conference on Artificial Intelligence and Statistics. Submission Deadline Thursday 08 Oct 2020 Proceedings indexed by : Conference Dates Apr 13, 2021 - Apr 15, 2021 Conference Address. AAAI 2021. Transactions of the Association for Computational Linguistics (TACL), Accepted 2021. He was an advisory researcher and a senior researcher with Lenovo Machine Intelligence Research Center, Hong Kong from 2016 to 2018. Jan 2020: One paper on variance reduction has been accepted by AISTATS 2020. Military Use of Commercial Observation Services Location: Date: February 11, 2021 Time: 10:45 am - 11:30 am View session View full schedule @2021 SatNews Publisher Inc. 8%) Training GANs with Stronger Augmentations via Contrastive Discriminator. The Association for Computing Machinery (ACM) is a US-based international learned society for computing. NOTES: Abstract deadline Sept. 2020-2021 International. Compressing Variational Bayes (Vector Institute, 2021) Generative Modeling of Structured Data (Kavli Frontiers of Science, National Academy of Sciences, 2019) Machine Learning and Physics: Bridging the Gap (TopDyn Conference, 2020) Accepted papers in 2021: ICLR, AISTATS Recent workshop & conference organization:. Application WindowOpen date: March 12th, 2021Next review date: Friday, May 14, 2021 at 11:59pm…See this and similar jobs on LinkedIn. AAAI 2021 Counterfactual Fairness with Disentangled Causal Effect Variational Autoencoder Hyemi Kim, Seungjae Shin, JoonHo Jang, Kyungwoo Song, Weonyoung Joo, Wanmo Kang, Il-Chul Moon. Final date: Friday, Dec 31, 2021 at 11:59pm AISTATS or JMLR, as well as strong mathematical and programming skills. Du-ration: May 2020{Aug 2021. I obtained my B. A tight excess risk bound via a unified PAC-Bayesian-Rademacher-Shtarkov-MDL complexity Peter Grünwald and Nishant Mehta ALT, 2019 - slides long version. Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, AISTATS 2015, San Diego, California, USA, May 9-12, 2015. Participants' safety and health is our priority. The Top Conferences Ranking for Computer Science & Electronics was prepared by Guide2Research, one of the leading portals for computer science research providing trusted data on scientific contributions since 2014. Proceedings of the International Conference on Artificial Intelligence and Statistics (AISTATS). (20 % acceptance rate). AISTATS 2021: International Conference on Artificial Intelligence and Statistics: San Diego, California, United States : Oct 15, 2020: Apr 13 - Apr 15, 2021:. Beyond perturbation stability: LP recovery guarantees for MAP inference on noisy stable instances (AISTATS 2021). Tue, 13 - Thu, 15 Apr 2021 International Conference on Artificial Intelligence and Statistics (AISTATS) San Diego: This is the home page of AISTATS 2021. 2021 Keynote at ASPLOS Workshop on Systems Architecture for Robust, Safe, and Resilient Software 04. Finalist, 2019 INFORMS George E. Northern Lights Deep Learning WS. Distributionally Robust Martingale Optimal Transport AFTLab Doctoral Conference, June 2019, Stanford, CA Distributionally Robust Convex Regression INFORMS Annual Meeting, October 2019. Rejected NeurIPS papers can be submitted before Sept. 01 /2021: Paper accepted to AISTATS 21!. Preprint here. Accepted to International Conference on Artificial Intelligence and Statistics (AISTATS), 2021 High-Dimensional Bayesian Optimization via Tree-Structured Graphical Models Eric Han, Ishank Arora, and Jonathan Scarlett AAAI Conference on Artificial Intelligence, 2021 Corruption-Tolerant Gaussian Process Bandit Optimization. Meta-Learning Divergences for Variational Inference. AISTATS 2019. Checkout the video below for a detailed explanation of IJCAI 2021 review process. Neural Network Training Dynamics. Towards Learning Sparsely Used Dictionaries with Arbitrary Supports (With Pranjal Awasthi). AAAI 2021 Counterfactual Fairness with Disentangled Causal Effect Variational Autoencoder Hyemi Kim, Seungjae Shin, JoonHo Jang, Kyungwoo Song, Weonyoung Joo, Wanmo Kang, Il-Chul Moon. With this in mind, we think it’s the best time to look at the state of AI in eCommerce in 2021. Getting in Touch with Children with Autism: Specialist Guidelines for a Touch-Perceiving Robot. VLDB is a premier annual international forum for data management and database researchers, vendors, practitioners, application developers, and users. The van der Schaar lab's researchers will publish 4 papers at AISTATS 2021, a prominent gathering The van der Schaar lab's researchers have had a total of 4 papers accepted to AISTATS 2021 (April. Alessandro Rinaldo and Prof. Code not yet. Jianyou Wang, Xiaoxuan Zhang, Yuren Zhou, Christopher Suh, Cynthia Rudin. Gallagher, Joshua V. AISTATS 2021 (area chair) SODA 2022 ALT 2021 FORC 2020 FAccT 2019, 2021 (area chair) TheWebConf 2020, 2018 EC 2020, 2019, 2018. Ramadge, “Descent methods for tuning parameter refinement,” Thirteenth AISTATS; 9:469-476, 2010. students have 25 papers accepted at the four largest AI and machine learning conferences (4 at AISTATS 2021, 5 at ICLR 2021, 9 at NeurIPS 2020, 7 at ICML 2020) in the last year alone. , Kuchenbecker, K. HeteroFL: Computation and Communication Efficient Federated Learning for Heterogeneous Clients , To appear in International Conference on Learning Representation, 2021. Blanchet, Y. We look forward to connecting with you in June. Salary to be between $65,000 - $75,000. ch CAB F 65. ) March 2, 2021: Submission of archival versions of papers for publication in the AAAI digital library. Understanding Intra. With this in mind, we think it’s the best time to look at the state of AI in eCommerce in 2021. Bandits and Sequential Decision Making. 2015High-dimensionalpoweroflinear-timetwo-sampletestsformean-shiftalternatives. One paper in AAAI 2021. Your page includes public and private chats, job postings, customized agenda, accepted papers, video presentations and more. Open-source implementation in learn2learn is now available. Efficient Adversarial Audio Synthesis via Progressive Upsampling. It is acceptable to have a substantially extended version of the submitted paper under consideration simultaneously for journal publication, so long as the journal version's planned publication date is in May 2021 or later, the journal submission does not interfere with AISTATS's right to publish the paper, and the situation is clearly described at the time of AISTATS submission. I am serving as a workshop co-chair for NeurIPS 2020. Perchet), Proc. September 2020. G Bécigneul. Active Online Learning with Hidden Shifting Domains. This repository contains the current AISTATS conference page. Gonzalez, Trevor Darrell, Ion Stoica. The paper will be presented at the Sixteenth International Conference on Artificial Intelligence and Statistics (AISTATS), held April 29-May 1, 2013 in Scottsdale, AZ. Identifying salient input features can be a challenge in neural networks. AISTATS 2019. Optimal Transport Related. Top Reviewer (top 10% of high-scoring reviewers), NeurIPS 2020. [January 2021] Our paper Learning Complexity of Simulated Annealing has been accepted by AISTATS 2021. Please see here for all publications. Aistats 2021 Aistats 2021. MLHC is an annual research meeting that exists to bring together two usually insular disciplines: computer scientists with artificial intelligence, machine learning, and big data expertise, and clinicians/medical researchers. Medias and Tweets on aistats_conf ( AISTATS Conference ) ' s Twitter Profile. Reviewing: Neurips 2019, 2020, ICML 2020,2021 ICLR 2021, AISTATS 2021. Financial Assistance Award, NeurIPS 2020. I am Jayesh Choudhari, currently a Postdoctoral Fellow at University of Warwick, honoured to be working under the guidance of Dr. April 2021 AISTATS 2013, JMLR W&CP 31:342-350, 2013. My research lies at the intersection of reinforcement learning and probabilistic prediction. International Conference on Artificial Intelligence and Statistics (AIStats). Jan 23, 2021. Johannes Rausch, Octavio Martinez, Fabian Bissig, Ce Zhang, Stefan Feuerriegel. Faster DBSCAN via subsampled similarity queries Heinrich Jiang*, Jennifer Jang*, Jakub Łącki Conference on Neural Information Processing Systems (NeurIPS) 2020. International Conference on Artificial Intelligence and Statistics (AISTATS), 2021. 26-28, 2020: I presented our paper "Distributionally Robust Bayesian Quadrature Optimization" in AISTATS 2020 @ Palermo, Italy. Two papers accepted by ICLR 2021 as spotlight presentations! We use discrete Morse theory to improve the topology-preserving segmentation problem. Senior PC: IJCAI (2021)PC or reviewer: ICML (2018-2021), UAI (2018-2021), NeurIPS (2016-2020), AISTATS (2016-2021), AAAI (2016-2021), ICLR (2021), ACM TIST (2018-2020), Neural Networks (2019-2020), Pattern Recognition (2019-2020), Neurocomputing (2019-2020), Knowledge and Information System (2020) Dec. com Academic Employment UniversityofMassachusettsAmherst Amherst,MA AssistantProfessor. April 2021 AISTATS 2013, JMLR W&CP 31:342-350, 2013. Intervention Efficient Algorithms for Approximate Learning of Causal Graphs Raghavendra Addanki, Andrew McGregor, and Cameron Musco Algorithmic Learning Theory (ALT) 2021. [25 March 2019] Check out our recent works on using the IRLS heuristic for robust regression (to appear in AISTATS 2019), and our work on bandit algorithms that are resilient to data corruption (to appear in Machine Learning J. 2021: Flow-based Alignment Approaches for Probability Measures in Different Spaces. Fisher Auto-Encoders , To appear in AISTATS 2021. " Maximal couplings of the Metropolis-Hastings algorithm" with John O'Leary and Guanyang Wang is accepted for oral presentation at AISTATS 2021. Affiliated Scholar, 2018 – Education 2012–2017 University of Pennsylvania, The Wharton School, United States. Understanding Recurrent Neural Networks Using Nonequilibrium Response Theory Soon Hoe Lim, 2021. Military Use of Commercial Observation Services Location: Date: February 11, 2021 Time: 10:45 am - 11:30 am View session View full schedule @2021 SatNews Publisher Inc. I also review dozens of papers per year for the top statistics journals (AoS, JRSSB, JASA, Biometrika, Stat. Editorial board of IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI). AISTATS 2021 Languages Japanese(native),English(TOEFLiBT:105) Created Date: 3/26/2021 5:25:10 PM. JMLR Workshop and Conference Proceedings 38, JMLR. A Plug-n-Play Game Theoretic Framework For Defending Against Radio Window Attacks. * equal contribution Self-supervised self-supervision by combining deep learning and probabilistic logic (AAAI 2021). AISTATS 2021. ”TutorialatEMNLP. AISTATS 2020; Eurographics 2020, 2021 KDD 2012; Journals: Elsevier CVIU 2020; IEEE TPAMI 2020. Joyce Ho is an assistant professor in the Computer Science Department at Emory University. The 24th International Conference on Artificial Intelligence and Statistics will be tentatively held in San Diego, Cali. AAAI 2021 (To appear) Optimal Policy for Dynamic Assortment Planning Under Multinomial Logit Models Xi Chen, Yining Wang, Yuan Zhou Mathematics of Operations Research (To appear). Scarlett; In Proc. Your page includes public and private chats, job postings, customized agenda, accepted papers, video presentations and more. Autoregressive Denoising Diffusion Models for Multivariate Probabilistic Time Series Forecasting reference. Daren Wang. January 2021: Paper accepted at ICLR 2021 Regularized Inverse Reinforcement Learning. Aistats 2021 Aistats 2021. Try again later. AAAI 2021 will use a new, two-phase reviewing process, which will work as follows. Approximating the Permanent with Belief Propagation Bert Huang and Tony Jebara. The authors developed a variable selection procedure with false discovery rate control that works on classification or. An Empirical Process Approach to the Union Bound: Practical Algorithms for Combinatorial and Linear Bandits, Julian Katz-Samuels, Lalit Jain, Zohar Karnin, Kevin Jamieson, NeurIPS 2020. accepted February 2021. Zhang and Marius Kloft. Papers accepted at AISTATS 2021 We got two papers accepted at this year’s AISTATS conference: “False Discovery Rates in Biological Networks” with Lu Yu and Tobias Kaufmann and “Thresholded Adaptive Validation: Tuning the Graphical Lasso for Graph Recovery” with Mike Laszkiewicz and Asja Fischer. Temporal concatenation for Markov decision processes. Our paper On Data Efficiency of Meta-learning has been accepted to AISTATS! Jan 26, 2021 We had a successful first lunch & learn on object detection with DETR/Deformable DETR!. Existing methods for generating interpretable CEs rely on auxiliary generative models, which may not be suitable for complex datasets, and incur engineering overhead. , Schölkopf, B. Oral Presentation. 2021-02-09: Sync change of repo notices: cfg: 2019-11-30: vds: added attenive state-space modeling: data: 2019-09-22: AISTATS 2019 software; Time Series. Dataset Domain Neural Network Verification Verifying a convnet on MNIST images. Paper Submission: Proceedings track: This is the standard AISTATS paper submission track. ca Office: McConnell ENGG North Wing 105 Office Phone: +1 514 3987074,FAX: 3983883 My postal address is here; do not use my office number. [pdf] [slides] [blog] • Zhifeng Kong, Kamalika Chaudhuri. I am serving as a workshop co-chair for ICLR 2021. North American Chapter of the Association for Computational Linguistics (NAACL), 2021. Ding, and D. Apr 13, 2021 - Apr 15, 2021 Conference Address Virtual, United States : Proceedings track: This is the standard AISTATS paper submission track. A paper accepted for PAKDD 2021 02/10, 2021; A paper accepted for IEEE Access 01/25, 2021; Three papers accepted for AISTATS 2021 01/25, 2021; A paper accepted for SDM2021 12/22, 2020; A paper accepted for AAMAS 2021 12/19, 2020; Two papers accepted to NeurIPS 2020 09/26, 2020; A paper accepted for SIGSPATIAL 2020 08/25, 2020. January 2021: Our paper “SONIA: A Symmetric Blockwise Truncated Optimization Algorithm” (joint work with Mohammadreza Nazari, Rachael Tappenden, Albert S. , Kuchenbecker, K. Stay tuned. Ruqi Zhang, Yingzhen Li, Christopher De Sa, Sam Devlin, Cheng Zhang Artificial Intelligence and Statistics (AISTATS), 2021. [ pdf] Domain Adaptation with Conditional Distribution Matching and Generalized Label Shift Remi Tachet des Combes, Han Zhao, Yu-Xiang Wang, Geoff Gordon. Du*, Wei Hu*, Sham M. SP Karimireddy, L He. Exploiting equality constraints in causal inference Chi Zhang1 Carlos Cinelli2 Bryant Chen3 Judea Pearl1 1Department of Computer Science, University of California, Los Angeles, California, USA. (2021), “Dimension-free log-Sobolev inequalities for mixture distributions. Artificial Intelligence and Statistics (AISTATS 2021), 13-15 April, Virtual. Online Combinatorial Auctions. Open-source implementation in learn2learn is now available. (2020) Learning Dynamic Hierarchical. Finalist, 2019 INFORMS George E. © 2021 Microsoft Corporation About CMT | Help | Terms of Use | Privacy & Cookies | Request Free Site. In AISTATS 2020. On the role of data in PAC-Bayes bounds. Anilesh Krishnaswamy*, Haoming Li*, David Rein*, Hanrui Zhang*, Vincent Conitzer. CR); Computer Vision and Pattern Recognition (cs. In Kamalika Chaudhuri and Masashi Sugiyama, editors, The 22nd International Conference on Artificial Intelligence and Statistics, AISTATS 2019, 16-18 April 2019, Naha, Okinawa, Japan, volume 89 of Proceedings of Machine Learning Research, pages 148–157. February 2021: Our paper “SONIA: A Symmetric Blockwise Truncated Optimization Algorithm“ (joint work with Majid Jahani, Mohammadreza Nazari, Rachael Tappenden and Martin Takáč) has been accepted for publication at the 24th International Conference on Artificial Intelligence and Statistics (AISTATS 2021). When MAML Can Adapt Fast and How to Assist When It Cannot - January 22, 2021 Our manuscript on When MAML Can Adapt Fast and How to Assist When It Cannot was accepted at AISTATS 2021. aistats Mila researchers contributed ten publications at the 23rd International Conference on Artificial Intelligence and Statistics (AISTATS) Posted on 02 Sep 2020. 8%) Training GANs with Stronger Augmentations via Contrastive Discriminator. Convergence to second-order stationarity for non-negative matrix factorization: Provably and concurrently, with Ioannis Panageas, Stratis Skoulakis and Antonis Varvitsiotis, arXiv. Eurocrypt 2021 is the 40th Annual International Conference on the Theory and Applications of Cryptographic Techniques. NeurIPS 2020 papers. Villa) and Anderson acceleration of coordinate descent (w. International Journal of Computer Vision: Special Issue on Computer Vision for All Seasons: Adverse Weather and Lighting Conditions, to appear. Open-source implementation in learn2learn is now available. Dirichlet pruning for neural networks Proceedings of the 24th International Conference on Artificial Intelligence and Statistics (AISTATS), AISTATS 2021, April 2021 (conference) Accepted. An Updating Survey for Bayesian Deep Learning (BDL) This is an updating survey for Bayesian Deep Learning (BDL), an constantly updated and extended version for the manuscript, 'A Survey on Bayesian Deep Learning', published in ACM Computing Surveys 2020. The 24th International Conference on Artificial Intelligence and Statistics will be held virtually from Tuesday, 13 April 2021 to Thursday, 15 April 2021. The paper will be presented at the Sixteenth International Conference on Artificial Intelligence and Statistics (AISTATS), held April 29-May 1, 2013 in Scottsdale, AZ. Kusner, Ricardo Silva Neural Information Processing Systems (NeurIPS), 2020. %0 Conference Paper %T Revisiting Stochastic Extragradient %A Konstantin Mishchenko %A Dmitry Kovalev %A Egor Shulgin %A Peter Richtarik %A Yura Malitsky %B Proceedings of the Twenty Third International Conference on Artificial Intelligence and Statistics %C Proceedings of Machine Learning Research %D 2020 %E Silvia Chiappa %E Roberto Calandra %F pmlr-v108-mishchenko20a %I PMLR %P 4573--4582. Jayadev Acharya, Ziteng Sun, Huanyu Zhang, accepted by AISTATS 2019 Privately Learning Markov Random Fields Huanyu Zhang , Gautam Kamath, Janardhan Kulkarni, Zhiwei Steven Wu, accepted by ICML 2020. Perchet), Proc. I stayed in Montreal for the next 10 years, finished my bachelors, worked at a flight simulator company, and then eventually obtained my masters and PhD at McGill, focusing on Reinforcement Learning under the supervision of Doina Precup and. Accepted to appear in AISTATS 2021 (Apr 2021) James Foster and Karen Habermann Brownian bridge expansions for Lévy area approximations and particular values of the Riemann zeta function arXiv:2102. One paper was accepted to ACS Sensors. Bandits and Sequential Decision Making. The 37th International Conference on Machine Learning Conference (ICML 2020) will be held in Vienna, Austria - Sunday July 25 -- Saturday July 31, 2020. Cucuringu, H. NeurIPS 2017. AISTATS 2019. Full-time, temporary, and part-time jobs. Under Review, 2021 Scalable Learning and MAP Inference for Nonsymmetric Determinantal Point Processes Mike Gartrell, Insu Han, Elvis Dohmatob, Jennifer Gillenwater and Victor-Emmanuel Brunel International Conference on Learning Representations (ICLR) 2021, Oral Presentation (58/2997=1. Instance-Wise Minimax-Optimal Algorithms for Logistic Bandits. 01/25, 2021 未分類 Three papers were accepted for International Conference on Artificial Intelligence and Statistics (AISTATS). Jianyou Wang, Xiaoxuan Zhang, Yuren Zhou, Christopher Suh, Cynthia Rudin. Sayan Bhattacharya. I completed a summer internship (July 2020 - January 2021) within the Azua Team in the Microsoft Research Lab in Cambridge. 29, 2020, 11:59 PM UTC-12. Reviewers are essential to selecting a good program, and to providing constructive feedback to authors. AISTATS 2021. Stelmakh, C. Role: co-PI (PI: Andrew Smyth). A Rule for Gradient Estimator Selection, with an Application to Variational Inference, AISTATS 2020 (with T. [2020/12] 1 Paper was accepted to NSDI 2021. aistats 2021 Aug 22, 2020 | News Stories This is the home page of AISTATS 2021. and Krause, Andreas}, booktitle={International Conference on Artificial Intelligence and Statistics (AISTATS)}, pages={111--120}, year={2017} }. Our paper on Weakly Supervised Deep Functional Maps accepted at Neurips 2020. Doctoral Student at University of Virginia. Hamer and M. LG) Cite as: arXiv:2102. in Statistics 2008–2012 Peking. ICML is the leading international machine learning conference. Christopher Genovese. AISTATS 2012. Task-Robust Model-Agnostic Meta-Learning [ pdf ] L. Marc Abeille, Louis Faury, Clément Calauzènes. HeteroFL: Computation and Communication Efficient Federated Learning for Heterogeneous Clients , To appear in International Conference on Learning Representation, 2021. Artificial Intelligence and Statistics (AISTATS 2015), (best poster at NeurIPS 2014 workshop on networks) A synergistic DNA logic predicts genome-wide chromatin accessibility PDF Tatsunori B Hashimoto * , Richard I Sherwood * , Daniel D Kang * , Nisha Rajagopal, Amira A Barkal, Haoyang Zeng, Bart JM Emons, Sharanya Srinivasan, Tommi S Jaakkola. Shiyin Lu, Yao Hu, and Lijun Zhang. Singh and H. October 2020 Lunched New website! 26. Proceedings of Machine Learning Research, includes papers from major conferences, such as COLT, ICML, ALT, AISTATS Proceedings of NeurIPS By Thursday, April 1, I would like to receive a brief project proposal from each group or individual (brief = no more than a couple of paragraphs). Our work providing the first theoretical guarantees for learning from weak supervision sources without any assumptions on their distribution is accepted to AISTATS 2021! I'll be speaking at the AAAI workshop on Graphs and More Complex Structures for Learning and Reasoning about our work on zero-shot learning with common sense knowledge graphs. Top Reviewer (top 10% of high-scoring reviewers), NeurIPS 2020. My research lies at the intersection of reinforcement learning and probabilistic prediction. (July 2018) Gave an invited talk on "First-order Stochastic Algorithms for Escaping From Saddle Points in Almost Linear Time" at ISMP, Bordeaux, France. Roy NeurIPS. Vijayaraghavan. AISTATS, 2021. One paper in FAccT 2021. Breaking Free with Artificial Intelligence: using data-driven insights to improve digital health support for substance. AI); Computer Vision and Pattern Recognition (cs. Shah and A. Bibliographic content of AISTATS 2013. Perchet ), J. The Web Conference 2020 Local Organizing Committees has been working very hard behind the scenes in making the 2020 edition a safe and successful one in considering of that the COVID-19 is an extraordinary global public health issue. This is the home page of AISTATS 2021. Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI 2021). Here is my CV. Verified employers. Cong Shen and Prof. one oral) accepted at NeurIPS 2020 24. Conference Information. March 2021 Our paper about AML treatment has been published at Nature Cancer! 23. January 23, 2021 Three Papers Accepted to AISTATS 2021 We've had some papers accepted to The 24th International Conference on Artificial Intelligence and Statistics (AISTATS 2021). Kusner, Ricardo Silva Neural Information Processing Systems (NeurIPS), 2020. 2021 Invited talk at Voices of Data Science, UMass Amherst; 01. Jan 14, 2021 Honored to be Appointed as the DS Chair of AI Great start to 2021 – honored to be appointed the “DS Chair Professor of Artificial Intelligence”!. Three papers were accepted to ICPR 2020. Experimental Design for Regret Minimization in Linear Bandits, accepted to AISTATS 2021. Stephen Roberts, FREng, FIET RAEng / Man Group Professor of Machine Learning Tel: +44 (0)1865 616626 (direct) Tel: +44 (0)1865 616606 (assistant) E-mail: sjrob AT robots. Tue, 13 - Thu, 15 Apr 2021 International Conference on Artificial Intelligence and Statistics (AISTATS) San Diego: This is the home page of AISTATS 2021. 1, 2020, 11:59 PM UTC-12. For CEs to be useful, it is important that they are easy for users to interpret. The 24th International Conference on Artificial Intelligence and Statistics will be tentatively held in San Diego, Cali. E-mail: [email protected] The application period for becoming a Masters student, PhD student and intern with me in 2021 is now over. in Machine Intelligence from Peking University in 2016. Almost Optimal Super-Constant-Pass Streaming Lower Bounds for Reachability [eccc] Lijie Chen, Gillat Kol, Dmitry Paramonov, Raghuvansh Saxena, Zhao Song, Huacheng Yu Symposium on the Theory of Computing (STOC 2021) Simple and fast derandomization from very hard functions: Eliminating randomness at almost no cost [Oded's choice]. Jordan as my research advisor. Prices are in USD. VLDB is a premier annual international forum for data management and database researchers, vendors, practitioners, application developers, and users. AU - Lecun, Yann. BT - AI and Statistics (AIStats 2015). Area chair and/or senior program committee member for AAAI (2017-2019), AISTATS (2017, 2019), ICLR (2019), ICML (2012-2017, 2019-2021), IJCAI (2011, 2016, 2017), NIPS/NeurIPS (2014, 2017-2020). AISTATS 2020, 2020 Optimal Transport Based Change Point Detection and Time Series Clustering Kevin Cheng d, Shuchin Aeron, Michael C. JPMorgan Chase Faculty Research Award 2020. ISACA Conference North America 4 – 6 May 2022 New Orleans, LA, USA. Nevertheless, the conference will still be held at a later date, most likely during January 2021. Our 2nd workshop Vision Applications & Solutions to Biased or Scarce Data at WACV 2021 was held successfully. Preprint here. Thursday, February 25, 2020, 16:00 PM PST. The paper will be presented at the Sixteenth International Conference on Artificial Intelligence and Statistics (AISTATS), held April 29-May 1, 2013 in Scottsdale, AZ. Molinari, L. January 2021: Best student paper award for Charles, Baptiste and Manuela's paper at OPT2020! For their work on the fundamentals of condition numbers. She is a co-workshop Chair ICLR 2019, and has been an area chair and a program committee at NIPS, ICML, AISTATS and FAT* conferences. [07/2020] I will serve as an Area Chair (senior meta reviewer) for AAAI 2021. Alexander Lorbert and Peter J. · Convolution bounds on quantile aggregation, with J. CV); Machine Learning (cs. Comments: 19 pages, accepted by AISTATS 2021. International Conference on Artificial Intelligence and Statistics (AISTATS), 2021. Given the current health crisis, a full decision whether the event will be a physical conference, a virtual or hybrid conference will be taken later this year (around April). 09/25/2020. Mokhtari, S. The 22nd International Conference on Artificial Intelligence and Statistics (AISTATS 2019) will be held in Naha, Okinawa, Japan from Tuesday, 16 April 2019 to Thursday, 18 April 2019 at the LOISIR Hotel Naha (3-2-1 Nishi, Naha-shi, Okinawa, 900-0036, Japan). “Few-Shot. Mahalo! Your General Chairs, Regina & Floyd. Generalized Boosting Arun Sai Suggala, Bingbin Liu, Pradeep Ravikumar NeurIPS 2020. The Association for Computing Machinery (ACM) is a US-based international learned society for computing. Private Optimization Without Constraint Violations with Andrés Muñoz Medina, Umar Syed, and Sergei Vassilvitskii International Conference on Artificial Intelligence and Statistics (AISTATS) 2021. Once the year has past it can be archived to aistats20XX and modified to form the next year's page. (2015~2021, advised by Prof. A Large Scale Randomized Controlled Trial on Herding in Peer-Review Discussions I. Compressing Large Sample Data for Discriminant Analysis arXiv stat. Services + Conference Reviewer: ICLR 2020-2021, NeurIPS 2020, AISTATS 2021, ICML 2021. Jan 28, 2021: Ali’s paper on Enhanced semi-implicit variational inference for hyperbolic graph embedding accepted to AISTATS 2021: [Preprint link] Jan 19, 2021: We have been selected to receive a UT Machine Learning Lab (MLL) pilot grant! MLL Webpage; December 2, 2020: We hosted BART Webinar #2. Rejected NeurIPS papers can be submitted before Sept. Minimax Bounds on Stochastic Batched Convex Optimization. Arxiv link. ML); Artificial Intelligence (cs. Tianyi Lin, Zeyu Zheng, Elynn Y. Jianyou Wang, Xiaoxuan Zhang, Yuren Zhou, Christopher Suh, Cynthia Rudin. Modern interface, high scalability, extensive features and outstanding support are the signatures of Microsoft CMT. 5, 2021: I presented our paper "Distributional Reinforcement Learning via Moment Matching" in AAAI 2021; Aug. Since its inception in 1985. Spectrally-Normalized Margin Bounds for Neural Networks. PMLR, 2019. Anilesh Krishnaswamy*, Haoming Li*, David Rein*, Hanrui Zhang*, Vincent Conitzer. 02/2021: Paper accepted as oral presentation at AISTATS 2021! Our paper titled “Federated Multi-armed Bandits with Personalization” (with Prof. 23rd International Conference on Arti cial Intelligence and Statistics (AISTATS), 2020. I am serving as diversity and inclusion co-chair for AISTATS 2021. Northern Lights Deep Learning WS. DSP alum Justin Romberg (PhD, 2003), Schlumberger Professor Electrical and Computer Engineering at Georgia Tech, has been awarded the 2021 IEEE Jack S. AISTATS 2021 (area chair) SODA 2022 ALT 2021 FORC 2020 FAccT 2019, 2021 (area chair) TheWebConf 2020, 2018 EC 2020, 2019, 2018. Pedro Lara-Benítez, et al. Yaroslavtsev. Torr In the ninth International Conference on Learning Representations, ICLR 2021; Efficient Learning with Arbitrary Covariate Shift. 01/2021, One paper "Spectral Tensor Train Parameterization of Deep Learning Layers" is accepted by AISTATS 2021. Collins, A. 2021 Proceedings of International Conference on Artificial Intelligence and Statistics (AISTATS) PDF Cite Assessing the Impact of Automated Suggestions on Decision Making: Domain Experts Mediate Model Errors but Take Less Initiative. The 24th International Conference on Artificial Intelligence and Statistics will be tentatively held in San Diego, Cali. 2021 37th Conference on Uncertainty in Artificial Intelligence - UAI 2021. Learning Fair Scoring Functions: Bipartite Ranking under ROC-based Fairness Constraints (AISTATS 2021). AISTATS 2021 Submission Script Successful completion will return the submission code for the CMT camera ready upload. The paper will be presented at the Sixteenth International Conference on Artificial Intelligence and Statistics (AISTATS), held April 29-May 1, 2013 in Scottsdale, AZ. NeurIPS 2017. Save the Date! 2022. one oral) accepted at NeurIPS 2020 24. Experimental Design for Regret Minimization in Linear Bandits, accepted to AISTATS 2021. Jie Shen and Chicheng Zhang. December 2020: Our workshop proposal "Self-Supervised learning for Reinforcement Learning" for ICLR 2021 has been accepted !. Getting in Touch with Children with Autism: Specialist Guidelines for a Touch-Perceiving Robot. “Few-Shot. Feb 14, 2021: In the next months, I’m going to teach Maths for Data Science (Advanced) to professionals via Cambridge Spark (full-day online workshops). In Proceedings of the 2021 SIAM International Conference on Data Mining (SDM21), 2021. ACM MobiSys 2020. Generalized Boosting Arun Sai Suggala, Bingbin Liu, Pradeep Ravikumar NeurIPS 2020. student in the Computer Science Department at IIT Gandhinagar since December 2014. In the 24th International Conference on Artificial Intelligence and Statistics (AISTATS), AISTATS 2021. 2020: Main organizer of NeurIPS workshop on Causal Discovery & Causality-Inspired Machine. In Artificial Intelligence and Statistics (AISTATS), 2021. Before joining as a postdoc, I was a Ph. Bert Huang and Ansaf Salleb-Aouissi. ISACA Conference North America 4 – 6 May 2022 New Orleans, LA, USA. Rosasco and S. in Machine Intelligence from Peking University in 2016. Bibliographic details on BibTeX record conf/aistats/LianWL17. Embeddings: On Distributed Representations of Distances. ORIE 4741 (Fall 2017, Fall 2019, Fall 2020): Learning with Big Messy Data (Teaching assistant) ECE 4250 (Spring 2017): Digital Signal and Image Processing (Teaching assistant). Lee Curriculum Vitae LinktoGoogleScholarProfile. Li and Jiayi Xian AISTATS 2021 ; Towards PTAS for Precedence Constrained Scheduling via Combinatorial Algorithms S. One paper in FAccT 2021. Here is my CV. * equal contribution Self-supervised self-supervision by combining deep learning and probabilistic logic (AAAI 2021). Identifying salient input features can be a challenge in neural networks. Jan 2021 : Three papers accepted to AISTATS on optimal offline RL via uniform convergence , online forecasting with Aligator (parameter-free adaptive. Munos, Taylor Expansion Policy Optimization, International Conference on Machine Learning (ICML), 2020. cameronmusco. (AISTATS 2017), 54:604–613, 2017. " Maximal couplings of the Metropolis-Hastings algorithm" with John O'Leary and Guanyang Wang is accepted for oral presentation at AISTATS 2021. September 2020. Tue, 13 - Thu, 15 Apr 2021 International Conference on Artificial Intelligence and Statistics (AISTATS) San Diego: This is the home page of AISTATS 2021. Search and apply for the latest International paper jobs in Lake County, IL. Joint work with Robert M. 22nd International Conference on Artificial Intelligence and Statistics (AISTATS). The 24th International Conference on Artificial Intelligence and Statistics (AISTATS) is an independent scientific … > Zum Artikel 04. AISTATS 2021. September 2020: Our following papers are accepted to NeurIPS 2020. 03/2021 I am honored to receive the Student Scholarship Award from The Web Conference 2021. Xu, forthcoming in Stochastic Systems (2021). AISTATS 2021 (Oral) Adversarially-trained deep nets transfer better Francisco Utrera, Evan Kravitz, N Benjamin Erichson, Rajiv Khanna, Michael W Mahoney ICLR 2021 Improved guarantees and a multiple-descent curve for Column Subset Selection and the Nystrom method Michal Derezinski, Rajiv Khanna, Michael W Mahoney Neurips 2020 (Best paper award. He has served on the editorial boards of JMLR and JML and was an associate editor for Neurocomputing, JCGS and TPAMI. My research lies at the intersection of reinforcement learning and probabilistic prediction. Fisher Auto-Encoders , To appear in AISTATS 2021. A Statistical Learning Approach to Personalization in Revenue Management. aistats Mila researchers contributed ten publications at the 23rd International Conference on Artificial Intelligence and Statistics (AISTATS) Posted on 02 Sep 2020. student at the University of Texas at Austin, working with professor Constantine Caramanis. In Kamalika Chaudhuri and Masashi Sugiyama, editors, The 22nd International Conference on Artificial Intelligence and Statistics, AISTATS 2019, 16-18 April 2019, Naha, Okinawa, Japan, volume 89 of Proceedings of Machine Learning Research, pages 148–157. , and Internship. Northern Lights Deep Learning WS. Here is my CV. Meta-Learning for Generalized Zero. Berahas and Martin Takáč) has been accepted for publication at AISTATS 2021. Non-asymptotic Confidence Intervals of Off-policy Evaluation: Primal and Dual Bounds. Professor Xie has been invited to be reviewers of several top conferences, such as AAAI, ICML, Neurips, AISTATS, ICLR. Conference on Artificial Intelligence and Statistics (AISTATS), 2021. Comments: 19 pages, accepted by AISTATS 2021. The 16th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2021). Prior to joining CMU in 2005, I was the J. Gonzalez, Trevor Darrell, Ion Stoica. Gibbs Assistant Professor in the department of mathematics at Yale University, and before that I served a year as a visiting research associate at the department of applied mathematics at. Benwei Shi, Zhuoyue Zhao, Yanqing. [oral] Chaoqi Wang*, Shengyang Sun*, Roger Grosse AISTATS. January 2021 – It was great to be part of this collaborative effort, our primer on Bayesian statistics and modelling is out! December 2020 – Alongside my postdoctoral fellowship at the Alan Turing Institute, I am excited to join Apple Health AI in a part-time role. Our paper on “Stochastic Bandits with Linear Constraints” got accepted at AISTATS-2021. “A Simple Baseline for Bayesian Uncertainty in Deep Learning. Evading the Curse of Dimensionality in Unconstrained Private GLMs with Shuang Song, Om Thakkar, and Abhradeep Thakurta, AISTATS 2021. LG); Artificial Intelligence (cs. Armed Bandits. Paper theoretically comparing ERM to IRM accepted to ICLR, 2021. 2021: Stochastic Linear Bandits Robust to Adversarial Attacks; I. The AAAI Fall Symposium will be held November 4-6, 2021. Alexander Lorbert and Peter J. LG) Cite as: arXiv:2102. Collins, A. ACML 2021 -Asian Conference on Machine Learning. ICLR 2021 (Oral) Towards Resolving the Implicit Bias of Gradient Descent for Matrix Factorization: Greedy Low-Rank Learning Zhiyuan Li, Yuping Luo, Kaifeng Lyu ICLR 2021. Amount: $85. Stelmakh, C. io/ Research Interests. The 34th Annual Conference on Learning Theory (COLT 2021) takes place July 7–10, 2021 in Boulder, Colorado (and/or online, if necessary). Rosasco and S. Notice détaillée. 1137/19M1305045. AISTATS 2021. January 2021: The paper On Projection Robust Optimal Transport: Sample Complexity and Model Misspecification is accepted by AISTATS 2021. An Analysis of the Adaptation Speed of Causal Models, Rémi Le Priol, Reza Babanezhad Harikandeh, Yoshua Bengio, Simon Lacoste-Julien, arXiv:2005. The safety and well-being of our participants is our priority. Akira Tanimoto, Tomoya Sakai, Takashi Takenouchi, Hisashi Kashima. Preprint, 2021. 01/2021 Our paper Yet Meta Learning Can Adapt Fast, it Can Also Break Easily is accepted by SDM 2021. March 24, 2021 – Tutorial: Coding Literacy for Careers in AI. Rakhlin, Alexander, Karthik Sridharan. Proceedings track: This is the standard AISTATS paper submission track. AISTATS 2019. The paper will be presented at the Sixteenth International Conference on Artificial Intelligence and Statistics (AISTATS), held April 29-May 1, 2013 in Scottsdale, AZ. ei Adamczewski, K. Once the year has past it can be archived to aistats20XX and modified to form the next year's page. AISTATS 2021, Apr. Associate Professor of Econometrics and Statistics, 2021. Netrapalli, S. Please check our new method TRADES. Large Scale. This is the webpage for AISTATS 2021. , degree-p) tensor product. Lavaei, “On the absence of spurious local minima in nonlinear low-rank matrix recovery problems,” to appear in AISTATS 2021. September 2020. International Conference on Artificial Intelligence and Statistics, AISTATS 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands, Spain. ” In Neural Information Processing Systems (NeurIPS), 2019. The Stable Unit Treatment Value Assumption (SUTVA) is usually made in causal inference. International Conference on Artificial Intelligence and Statistics (AISTATS), 2021; Information Directed Reward Learning for Reinforcement Learning. Interpreting word-level hidden state behaviour of character-level LSTM language models Avery Hiebert, Cole Peterson, Alona Fyshe, and Nishant Mehta. Feb 14, 2021: In the next months, I’m going to teach Maths for Data Science (Advanced) to professionals via Cambridge Spark (full-day online workshops). ORIE 4741 (Fall 2017, Fall 2019, Fall 2020): Learning with Big Messy Data (Teaching assistant) ECE 4250 (Spring 2017): Digital Signal and Image Processing (Teaching assistant). Towards Learning Sparsely Used Dictionaries with Arbitrary Supports (With Pranjal Awasthi). AIST is recognized as a global leader in networking, education and sustainability programs for advancing iron and steel technology. Tianyi Lin, Zeyu Zheng, Elynn Y. Spotlight presentation. AISTATS 2021 will be held in San Diego, California. The 24th International Conference on Artificial Conference Business Services. Neural nets have achieved amazing results over the past decade in domains as broad as vision, speech, language understanding, medicine, robotics, and game playing. January 2021: Paper accepted at AISTATS 2021 A Theoretical Analysis of Catastrophic Forgetting through the NTK Overlap Matrix. Our work providing the first theoretical guarantees for learning from weak supervision sources without any assumptions on their distribution is accepted to AISTATS 2021! I'll be speaking at the AAAI workshop on Graphs and More Complex Structures for Learning and Reasoning about our work on zero-shot learning with common sense knowledge graphs. While ICMLC 2021 conference prefers to have an in-person conference to the maximum extent possible, online presentation will be acceptable this year, besides the regular onsite. 2021 Invited talk at Voices of Data Science, UMass Amherst; 01. 000+ postings in Lake County, IL and other big cities in USA. [August 2019] One paper got accepted by EMNLP 2019. ch CAB F 65. Interested candidates are encouraged to get in touch with me via email at their earliest convenience. Aistats 2021 Skip to main content For full functionality of this site it is necessary to enable JavaScript. In Proceedings of the 35th AAAI Conference on Arti. One paper was accepted to CVPR 2021. As machine learning systems are pervasively deployed in many scientific fields with increasingly sensitive tasks, it has become paramount to develop algorithms that are robust against the numerous sources of uncertainty inherent in those applications including noise in the data, malicious exploitation of vulnerabilities, outliers, variability of the true objective, privacy, and fairness. In Kamalika Chaudhuri and Masashi Sugiyama, editors, The 22nd International Conference on Artificial Intelligence and Statistics, AISTATS 2019, 16-18 April 2019, Naha, Okinawa, Japan, volume 89 of Proceedings of Machine Learning Research, pages 148–157. 01/2021 Our paper Linear Convergent Decentralized Optimization with Compression is accepted by ICLR 2021.