Nir Rosenfeld

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Amir GlobersonTel Aviv UniversityVerified email at post.tau.ac.il
David C. ParkesGeorge F. Colony Professor of Computer Science, Harvard UniversityVerified email at eecs.harvard.edu
itay eilatMScVerified email at cs.technion.ac.il
Inbal Talgam-CohenFaculty member at the School of Computer Science, Tel Aviv UniversityVerified email at tauex.tau.ac.il
Elad Yom-TovBar Ilan UniversityVerified email at yom-tov.info
Ruth MayoDr. of Psychology, Hebrew UniversityVerified email at huji.ac.il
Jacob GoldenbergInterdisciplinary Center Hertzelia, Visiting Professor Columbia UniversityVerified email at idc.ac.il
Yonat ZwebnerReichman University (IDC)Verified email at idc.ac.il
Anne-Laure SELLIERHEC ParisVerified email at hec.fr
Sagi LevanonVerified email at campus.technion.ac.il
Aron SzantoHarvard UniversityVerified email at seas.harvard.edu
Ganesh GhalmeAssistant Professor, Department of AI, IIT HyderabadVerified email at csa.iisc.ernet.in
Vineet NairArithmic LabsVerified email at arithmic.com
Yishay MansourTel Aviv UniversityVerified email at tauex.tau.ac.il
Ofer MeshiResearch Scientist at GoogleVerified email at google.com
Eden SaigTechnion, IsraelVerified email at cs.technion.ac.il
Mahzarin R. Banaji, Richard Clarke C...Department of Psychology, Harvard universityVerified email at harvard.edu
Yonatan BelinkovTechnionVerified email at technion.ac.il
Gabriel StanovskyThe Hebrew University of JerusalemVerified email at mail.huji.ac.il
Itay ItzhakTechnion , Hebrew University of JerusalemVerified email at campus.technion.ac.il

Nir Rosenfeld

Technion

Verified email at cs.technion.ac.il - Homepage

Machine Learning Human Behavior Strategic Classification Performative Prediction


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We look like our names: The manifestation of name stereotypes in facial appearance. Y Zwebner, AL Sellier, N Rosenfeld, J Goldenberg, R Mayo Journal of Personality and Social Psychology 112 (4), 527, 2017	82	2017
A kernel of truth: Determining rumor veracity on twitter by diffusion pattern alone N Rosenfeld, A Szanto, DC Parkes Proceedings of The Web Conference 2020, 1018-1028, 2020	68	2020
Strategic classification in the dark G Ghalme, V Nair, I Eilat, I Talgam-Cohen, N Rosenfeld International Conference on Machine Learning, 3672-3681, 2021	59	2021
Strategic classification made practical S Levanon, N Rosenfeld International Conference on Machine Learning, 6243-6253, 2021	51	2021
Learning representations by humans, for humans S Hilgard, N Rosenfeld, MR Banaji, J Cao, D Parkes International conference on machine learning, 4227-4238, 2021	37	2021
Predicting counterfactuals from large historical data and small randomized trials N Rosenfeld, Y Mansour, E Yom-Tov Proceedings of the 26th International Conference on World Wide Web Companion …, 2017	30	2017
Learning Structured Models with the AUC Loss and Its Generalizations N Rosenfeld, O Meshi, D Tarlow, A Globerson Proceedings of the Seventeenth International Conference on Artificial …, 2014	28	2014
Generalized strategic classification and the case of aligned incentives S Levanon, N Rosenfeld International Conference on Machine Learning, 12593-12618, 2022	25	2022
Predicting choice with set-dependent aggregation N Rosenfeld, K Oshiba, Y Singer International Conference on Machine Learning, 8220-8229, 2020	20	2020
From predictions to decisions: Using lookahead regularization N Rosenfeld, A Hilgard, SS Ravindranath, DC Parkes Advances in Neural Information Processing Systems 33, 4115-4126, 2020	20	2020
Discriminative learning of prediction intervals N Rosenfeld, Y Mansour, E Yom-Tov International Conference on Artificial Intelligence and Statistics, 347-355, 2018	19	2018
Learning to optimize combinatorial functions N Rosenfeld, E Balkanski, A Globerson, Y Singer International Conference on Machine Learning, 4374-4383, 2018	16	2018
Instructed to bias: instruction-tuned language models exhibit emergent cognitive bias I Itzhak, G Stanovsky, N Rosenfeld, Y Belinkov arXiv preprint arXiv:2308.00225, 2023	15	2023
Discriminative learning of infection models N Rosenfeld, M Nitzan, A Globerson Proceedings of the Ninth ACM International Conference on Web Search and Data …, 2016	15	2016
Strategic classification with graph neural networks I Eilat, B Finkelshtein, C Baskin, N Rosenfeld arXiv preprint arXiv:2205.15765, 2022	10	2022
Delegated classification E Saig, I Talgam-Cohen, N Rosenfeld Advances in Neural Information Processing Systems 36, 2024	9	2024
Optimal tagging with Markov chain optimization N Rosenfeld, A Globerson Advances in Neural Information Processing Systems 29, 2016	9	2016
Causal strategic classification: A tale of two shifts G Horowitz, N Rosenfeld International Conference on Machine Learning, 13233-13253, 2023	8	2023
Semi-supervised learning with competitive infection models N Rosenfeld, A Globerson International Conference on Artificial Intelligence and Statistics, 336-346, 2018	7	2018
Performative recommendation: diversifying content via strategic incentives I Eilat, N Rosenfeld International Conference on Machine Learning, 9082-9103, 2023	6	2023

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