Uri Shalit

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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
Nathan KallusCornell UniversityVerified email at cornell.edu
Amir FederTechnion - Israel Institute of Technology, GoogleVerified email at campus.technion.ac.il
Rom GutmanTechnionVerified email at campus.technion.ac.il
Christos LouizosQualcomm AI ResearchVerified email at qti.qualcomm.com
Richard ZemelProfessor of Computer Science, University of TorontoVerified email at cs.toronto.edu
Max WellingProfessor Machine Learning, University of AmsterdamVerified email at uva.nl

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


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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	782	2010
Estimating individual treatment effect: generalization bounds and algorithms U Shalit, F Johansson, D Sontag International Conference on Machine Learning, 3076-3085, 2017	534	2017
Learning representations for counterfactual inference F Johansson, U Shalit, D Sontag International Conference on Machine Learning, 3020-3029, 2016	464	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	408	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	358	2017
Deep Kalman Filters RG Krishnan, U Shalit, D Sontag arXiv preprint arXiv:1511.05121, 2015	287	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	180	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	179*	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	139	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	83*	2020
Explaining classifiers with causal concept effect (cace) Y Goyal, A Feder, U Shalit, B Kim arXiv preprint arXiv:1907.07165, 2019	76	2019
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
Removing Hidden Confounding by Experimental Grounding N Kallus, AM Puli, U Shalit Advances in Neural Information Processing Systems, 10888-10897, 2018	71	2018
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	54	2009
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	53	2021
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	51	2012
Learning Weighted Representations for Generalization Across Designs FD Johansson, N Kallus, U Shalit, D Sontag arXiv preprint arXiv:1802.08598, 2018	50	2018
CausaLM: Causal model explanation through counterfactual language models A Feder, N Oved, U Shalit, R Reichart Computational Linguistics, 1-52, 2020	45	2020
A causal view of compositional zero-shot recognition Y Atzmon, F Kreuk, U Shalit, G Chechik Advances in Neural Information Processing Systems 33, 2020	41	2020
Modeling Musical Influence with Topic Models U Shalit, D Weinshall, G Chechik Proceedings of the 30th International Conference on Machine Learning (ICML …, 2013	41	2013

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