| 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 | 3681 | 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 | 987 | 2005 |
| Efficient algorithms for online decision problems A Kalai, S Vempala Journal of Computer and System Sciences 71 (3), 291-307, 2005 | 966 | 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 | 905 | 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 | 492 | 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 | 445 | 2019 |
| Agnostically learning halfspaces AT Kalai, AR Klivans, Y Mansour, RA Servedio SIAM Journal on Computing 37 (6), 1777-1805, 2008 | 345 | 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 | 335 | 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 | 318 | 2018 |
| Textbooks are all you need S Gunasekar, Y Zhang, J Aneja, CCT Mendes, A Del Giorno, S Gopi, ... arXiv preprint arXiv:2306.11644, 2023 | 301 | 2023 |
| 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 | 298 | 2008 |
| Universal portfolios with and without transaction costs A Blum, A Kalai Proceedings of the Tenth Annual Conference on Computational Learning Theory …, 1997 | 285 | 1997 |
| 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 | 268 | 2023 |
| 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 | 262 | 2010 |
| Analysis of perceptron-based active learning S Dasgupta, AT Kalai, C Monteleoni International conference on computational learning theory, 249-263, 2005 | 215 | 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 | 196 | 2006 |
| 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 | 195 | 2013 |
| 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 | 193 | 2011 |
| 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 | 165 | 2016 |
Kai-Wei ChangAssociate Professor, UCLAVerified email at kwchang.net
