| 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 | 2743 | 2016 |
| Efficient algorithms for online decision problems A Kalai, S Vempala Journal of Computer and System Sciences 71 (3), 291-307, 2005 | 858 | 2005 |
| 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 | 810 | 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 | 801 | 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 | 424 | 1999 |
| Agnostically learning halfspaces AT Kalai, AR Klivans, Y Mansour, RA Servedio SIAM Journal on Computing 37 (6), 1777-1805, 2008 | 322 | 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 | 306 | 2011 |
| 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 | 291 | 2019 |
| 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 | 291 | 2008 |
| Universal portfolios with and without transaction costs A Blum, A Kalai Proceedings of the Tenth Annual Conference on Computational Learning Theory …, 1997 | 261 | 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 | 245 | 2010 |
| 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 | 241 | 2018 |
| Analysis of perceptron-based active learning S Dasgupta, AT Kalai, C Monteleoni Learning Theory: 18th Annual Conference on Learning Theory, COLT 2005 …, 2005 | 196 | 2005 |
| Efficient algorithms for universal portfolios AT Kalai, S Vempala Journal of Machine Learning Research, 423-440, 2002 | 190 | 2002 |
| Logarithmic regret algorithms for online convex optimization E Hazan, A Kalai, S Kale, A Agarwal Learning Theory: 19th Annual Conference on Learning Theory, COLT 2006 …, 2006 | 186 | 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 | 169 | 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 | 169 | 2011 |
| A note on learning from multiple-instance examples A Blum, A Kalai Machine learning 30, 23-29, 1998 | 144 | 1998 |
| Simulated annealing for convex optimization AT Kalai, S Vempala Mathematics of Operations Research 31 (2), 253-266, 2006 | 141 | 2006 |
| The Isotron Algorithm: High-Dimensional Isotonic Regression. AT Kalai, R Sastry COLT, 2009 | 137 | 2009 |
Avrim BlumProfessor and Chief Academic Officer, Toyota Technological Institute at ChicagoVerified email at ttic.edu
