Uri Shalit

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David SontagProfessor, Massachusetts Institute of TechnologyVerified email at csail.mit.edu
Gal ChechikNVIDIA, Bar Ilan UniversityVerified email at biu.ac.il
Fredrik D. JohanssonAssociate Professor, Chalmers University of TechnologyVerified email at chalmers.se
Malka GorfineTel Aviv UniversityVerified email at post.tau.ac.il
Jonathan SomerTechnion UniversityVerified email at campus.technion.ac.il
Samy BengioSenior Director, AI and Machine Learning Research, AppleVerified email at apple.com
Smadar shiloWeizmann institute of scienceVerified email at weizmann.ac.il
Hagai RossmanWeizmann Institute of ScienceVerified email at weizmann.ac.il
Eran SegalProfessor of Computer Science, Weizmann Institute of ScienceVerified email at weizmann.ac.il
Tomer MeirMachine Learning ResearcherVerified email at campus.technion.ac.il
Daniel GreenfeldJether Energy ResearchVerified email at jether-energy.com
Nathan KallusCornell UniversityVerified email at cornell.edu
Rahul G. KrishnanUniversity of TorontoVerified email at cs.toronto.edu
Andrew JessonOATML, University of OxfordVerified email at cs.ox.ac.uk
Amir FederColumbia University, GoogleVerified email at columbia.edu
Danny EytanTechnionVerified email at technion.ac.il
Daphna WeinshallProfessor of Computer Science, Hebrew UniversityVerified email at cs.huji.ac.il
Dan CervoneZelus AnalyticsVerified email at zelusanalytics.com
Rom GutmanTechnionVerified email at campus.technion.ac.il
Yarin GalAssociate Professor, University of OxfordVerified email at cs.ox.ac.uk

Uri Shalit

Associate Professor, Technion - Israel Institute of Technology

Verified email at technion.ac.il - Homepage

Machine Learning Causality Artificial Intelligence Causal Inference Machine Learning in


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Estimating individual treatment effect: generalization bounds and algorithms U Shalit, F Johansson, D Sontag International Conference on Machine Learning, 3076-3085, 2017	1149	2017
Large scale online learning of image similarity through ranking G Chechik, V Sharma, U Shalit, S Bengio The Journal of Machine Learning Research 11, 1109-1135, 2010	1016	2010
Learning representations for counterfactual inference F Johansson, U Shalit, D Sontag International Conference on Machine Learning, 3020-3029, 2016	855	2016
Causal effect inference with deep latent-variable models C Louizos, U Shalit, JM Mooij, D Sontag, R Zemel, M Welling Advances in Neural Information Processing Systems, 6446-6456, 2017	837	2017
Structured inference networks for nonlinear state space models R Krishnan, U Shalit, D Sontag Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017	538	2017
Deep Kalman Filters RG Krishnan, U Shalit, D Sontag arXiv preprint arXiv:1511.05121, 2015	436	2015
Automated versus do-it-yourself methods for causal inference: Lessons learned from a data analysis competition V Dorie, J Hill, U Shalit, M Scott, D Cervone Statistical Science 34 (1), 43-68, 2019	367	2019
COVID-19 dynamics after a national immunization program in Israel H Rossman, S Shilo, T Meir, M Gorfine, U Shalit, E Segal Nature Medicine, 1-7, 2021	262*	2021
Explaining classifiers with causal concept effect (cace) Y Goyal, A Feder, U Shalit, B Kim arXiv preprint arXiv:1907.07165, 2019	178	2019
CausaLM: Causal model explanation through counterfactual language models A Feder, N Oved, U Shalit, R Reichart Computational Linguistics, 1-52, 2020	151	2020
Developing a COVID-19 mortality risk prediction model when individual-level data are not available N Barda, D Riesel, A Akriv, J Levy, U Finkel, G Yona, D Greenfeld, ... Nature Communications 11 (1), 1-9, 2020	150	2020
On calibration and out-of-domain generalization Y Wald, A Feder, D Greenfeld, U Shalit Advances in neural information processing systems 34, 2215-2227, 2021	149	2021
An online algorithm for large scale image similarity learning G Chechik, V Sharma, U Shalit, S Bengio Advances in Neural Information Processing Systems 21, 306-314, 2009	148	2009
Removing Hidden Confounding by Experimental Grounding N Kallus, AM Puli, U Shalit Advances in Neural Information Processing Systems, 10888-10897, 2018	139	2018
A causal view of compositional zero-shot recognition Y Atzmon, F Kreuk, U Shalit, G Chechik Advances in Neural Information Processing Systems 33, 2020	129	2020
Artificial Intelligence and Early Detection of Pancreatic Cancer: 2020 Summative Review B Kenner, ST Chari, D Kelsen, DS Klimstra, SJ Pandol, M Rosenthal, ... Pancreas 50 (3), 251-279, 2021	123	2021
Generalization Bounds and Representation Learning for Estimation of Potential Outcomes and Causal Effects FD Johansson, U Shalit, N Kallus, D Sontag Journal of Machine Learning Research 23 (166), 1-50, 2022	112	2022
Hospital load and increased COVID-19 related mortality in Israel H Rossman, T Meir, J Somer, S Shilo, R Gutman, AB Arie, E Segal, ... Nature Communications 12 (1), 1-7, 2021	97	2021
Socioeconomic disparities and COVID-19 vaccination acceptance: a nationwide ecologic study G Caspi, A Dayan, Y Eshal, S Liverant-Taub, G Twig, U Shalit, Y Lewis, ... Clinical Microbiology and Infection 27 (10), 1502-1506, 2021	94	2021
Off-Policy Evaluation in Partially Observable Environments. G Tennenholtz, S Mannor, U Shalit AAAI, 10276-10283, 2020	87	2020

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