Adam Tauman Kalai

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Kai-Wei ChangAssociate Professor, UCLADirección de correo verificada de kwchang.net
Avrim BlumProfessor and Chief Academic Officer, Toyota Technological Institute at ChicagoDirección de correo verificada de ttic.edu
Santosh S. VempalaGeorgia TechDirección de correo verificada de gatech.edu
Jennifer ChayesProfessor, UC BerkeleyDirección de correo verificada de jenniferchayes.com
Christian BorgsProfessor, UC BerkeleyDirección de correo verificada de christianborgs.com
James ZouStanford UniversityDirección de correo verificada de stanford.edu
Venkatesh SaligramaProfessor, Electrical and Computer Engineering, Boston UniversityDirección de correo verificada de bu.edu
Ehud KalaiNorthwestern UniversityDirección de correo verificada de kellogg.northwestern.edu
Tolga BolukbasiGoogle DeepMindDirección de correo verificada de google.com
Omer TamuzCaltechDirección de correo verificada de caltech.edu
Moshe TennenholtzDirección de correo verificada de ie.technion.ac.il
Nicole ImmorlicaMicrosoft ResearchDirección de correo verificada de microsoft.com
Varun KanadeUniversity of OxfordDirección de correo verificada de cs.ox.ac.uk
Abraham FlaxmanInstitute for Health Metrics and Evaluation, Department of Health Metrics Sciences, University ofDirección de correo verificada de alum.mit.edu
Maria De-ArteagaAssistant Professor, University of Texas at AustinDirección de correo verificada de utexas.edu
Aditya Krishna MenonResearch Scientist, GoogleDirección de correo verificada de google.com
Butler LampsonTechnical Fellow, Microsoft ResearchDirección de correo verificada de lampsons.us
Ohad ShamirWeizmann Institute of ScienceDirección de correo verificada de weizmann.ac.il
Sham M KakadeHarvard UniversityDirección de correo verificada de seas.harvard.edu
Yishay MansourTel Aviv UniversityDirección de correo verificada de tauex.tau.ac.il

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Adam Tauman Kalai

OpenAI

Dirección de correo verificada de openai.com - Página principal

AI Safety and Ethics Code Generation Algorithms AI Theoretical Computer Science


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
Man is to computer programmer as woman is to homemaker? Debiasing word embeddings T Bolukbasi, KW Chang, JY Zou, V Saligrama, AT Kalai Advances in neural information processing systems, 4349-4357, 2016	3464	2016
Online convex optimization in the bandit setting: gradient descent without a gradient AD Flaxman, AT Kalai, HB McMahan SODA '05: Proceedings of the sixteenth annual ACM-SIAM symposium on Discrete …, 2005	951	2005
Efficient algorithms for online decision problems A Kalai, S Vempala Journal of Computer and System Sciences 71 (3), 291-307, 2005	939	2005
Noise-tolerant learning, the parity problem, and the statistical query model A Blum, A Kalai, H Wasserman Journal of the ACM (JACM) 50 (4), 506-519, 2003	881	2003
Beating the hold-out: Bounds for k-fold and progressive cross-validation A Blum, A Kalai, J Langford Proceedings of the twelfth annual conference on Computational learning …, 1999	478	1999
Bias in bios: A case study of semantic representation bias in a high-stakes setting M De-Arteaga, A Romanov, H Wallach, J Chayes, C Borgs, ... proceedings of the Conference on Fairness, Accountability, and Transparency …, 2019	413	2019
Agnostically learning halfspaces AT Kalai, AR Klivans, Y Mansour, RA Servedio SIAM Journal on Computing 37 (6), 1777-1805, 2008	339	2008
Adaptively learning the crowd kernel O Tamuz, C Liu, S Belongie, O Shamir, AT Kalai ICML'11: Proceedings of the 28th International Conference on International …, 2011	321	2011
Decoupled classifiers for group-fair and efficient machine learning C Dwork, N Immorlica, AT Kalai, M Leiserson Conference on fairness, accountability and transparency, 119-133, 2018	300	2018
Trust-based recommendation systems: an axiomatic approach R Andersen, C Borgs, J Chayes, U Feige, A Flaxman, A Kalai, V Mirrokni, ... Proceedings of the 17th international conference on World Wide Web, 199-208, 2008	297	2008
Universal portfolios with and without transaction costs A Blum, A Kalai Proceedings of the Tenth Annual Conference on Computational Learning Theory …, 1997	276	1997
Efficiently learning mixtures of two Gaussians AT Kalai, A Moitra, G Valiant Proceedings of the forty-second ACM symposium on Theory of computing, 553-562, 2010	256	2010
Analysis of perceptron-based active learning S Dasgupta, AT Kalai, C Monteleoni International conference on computational learning theory, 249-263, 2005	209	2005
Efficient algorithms for universal portfolios AT Kalai, S Vempala Journal of Machine Learning Research, 423-440, 2002	205	2002
Logarithmic regret algorithms for online convex optimization E Hazan, A Kalai, S Kale, A Agarwal International Conference on Computational Learning Theory, 499-513, 2006	195	2006
Efficient learning of generalized linear and single index models with isotonic regression SM Kakade, V Kanade, O Shamir, A Kalai Advances in Neural Information Processing Systems 24, 2011	190	2011
Using large language models to simulate multiple humans and replicate human subject studies GV Aher, RI Arriaga, AT Kalai International Conference on Machine Learning, 337-371, 2023	187	2023
A machine learning framework for programming by example A Menon, O Tamuz, S Gulwani, B Lampson, A Kalai International Conference on Machine Learning, 187-195, 2013	186	2013
Textbooks are all you need S Gunasekar, Y Zhang, J Aneja, CCT Mendes, A Del Giorno, S Gopi, ... arXiv preprint arXiv:2306.11644, 2023	179	2023
Man is to Computer Programmer as Woman is to Homemaker T Bolukbasi, KW Chang, J Zou, V Saligrama, A Kalai Debiasing word embeddings 29, 2016	157	2016

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