Uri Shalit

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Citations	5060	4509
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Gal ChechikBar Ilan University, NVIDIAVerified email at biu.ac.il
David SontagProfessor, Massachusetts Institute of TechnologyVerified email at csail.mit.edu
Fredrik D. JohanssonAssistant Professor, Chalmers University of TechnologyVerified email at chalmers.se
Samy BengioSenior Director, AI and Machine Learning Research, AppleVerified email at apple.com
Malka GorfineTel Aviv UniversityVerified email at post.tau.ac.il
Jonathan SomerTechnion UniversityVerified email at campus.technion.ac.il
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
Rahul G. KrishnanUniversity of TorontoVerified email at cs.toronto.edu
Daphna WeinshallProfessor of Computer Science, Hebrew UniversityVerified email at cs.huji.ac.il
Daniel GreenfeldJether Energy ResearchVerified email at jether-energy.com
Dan CervoneZelus AnalyticsVerified email at zelusanalytics.com
Rom GutmanTechnionVerified email at campus.technion.ac.il
Amir FederColumbia University, GoogleVerified email at columbia.edu
Nathan KallusCornell UniversityVerified email at cornell.edu
Shie MannorProfessor of Electrical Engineering @ Technion & Researcher @ Nvidia ResearchVerified email at technion.ac.il
Guy TennenholtzResearch Scientist, Google ResearchVerified email at google.com
Marc ScottNYUVerified email at nyu.edu

Uri Shalit

Assistant Professor, Technion - Israel Institute of Technology

Verified email at technion.ac.il - Homepage

Machine Learning Causality Artificial Intelligence Causal Inference Machine Learning in Healthcare


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
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	812	2010
Estimating individual treatment effect: generalization bounds and algorithms U Shalit, F Johansson, D Sontag International Conference on Machine Learning, 3076-3085, 2017	633	2017
Learning representations for counterfactual inference F Johansson, U Shalit, D Sontag International Conference on Machine Learning, 3020-3029, 2016	527	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	486	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	388	2017
Deep Kalman Filters RG Krishnan, U Shalit, D Sontag arXiv preprint arXiv:1511.05121, 2015	322	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	217	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	210*	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	142	2009
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	102	2020
Explaining classifiers with causal concept effect (cace) Y Goyal, A Feder, U Shalit, B Kim arXiv preprint arXiv:1907.07165, 2019	91	2019
Removing Hidden Confounding by Experimental Grounding N Kallus, AM Puli, U Shalit Advances in Neural Information Processing Systems, 10888-10897, 2018	83	2018
Online Learning in the Embedded Manifold of Low-rank Matrices U Shalit, D Weinshall, G Chechik Journal of Machine Learning Research 13, 429-458, 2012	73	2012
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	67	2021
CausaLM: Causal model explanation through counterfactual language models A Feder, N Oved, U Shalit, R Reichart Computational Linguistics, 1-52, 2020	62	2020
Learning Weighted Representations for Generalization Across Designs FD Johansson, N Kallus, U Shalit, D Sontag arXiv preprint arXiv:1802.08598, 2018	61	2018
Descending Systems Translate Transient Cortical Commands into a Sustained Muscle Activation Signal U Shalit, N Zinger, M Joshua, Y Prut Cerebral Cortex 22 (8), 1904-1914, 2012	57	2012
Large scale online learning of image similarity through ranking G Chechik, V Sharma, U Shalit, S Bengio Iberian Conference on Pattern Recognition and Image Analysis, 11-14, 2009	57	2009
A causal view of compositional zero-shot recognition Y Atzmon, F Kreuk, U Shalit, G Chechik Advances in Neural Information Processing Systems 33, 2020	54	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	48	2021

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