Adam Tauman Kalai
Adam Tauman Kalai
Microsoft Research
Verified email at - Homepage
Cited by
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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
Efficient algorithms for online decision problems
A Kalai, S Vempala
Journal of Computer and System Sciences 71 (3), 291-307, 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
Online convex optimization in the bandit setting: gradient descent without a gradient
AD Flaxman, AT Kalai, HB McMahan
arXiv preprint cs/0408007, 2004
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
Agnostically learning halfspaces
AT Kalai, AR Klivans, Y Mansour, RA Servedio
SIAM Journal on Computing 37 (6), 1777-1805, 2008
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
Adaptively learning the crowd kernel
O Tamuz, C Liu, S Belongie, O Shamir, AT Kalai
arXiv preprint arXiv:1105.1033, 2011
Universal portfolios with and without transaction costs
A Blum, A Kalai
Machine Learning 35 (3), 193-205, 1999
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
Logarithmic regret algorithms for online convex optimization
E Hazan, A Kalai, S Kale, A Agarwal
International Conference on Computational Learning Theory, 499-513, 2006
Analysis of perceptron-based active learning
S Dasgupta, AT Kalai, C Monteleoni
International conference on computational learning theory, 249-263, 2005
Efficient algorithms for universal portfolios
AT Kalai, S Vempala
Journal of Machine Learning Research, 423-440, 2002
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
Efficient learning of generalized linear and single index models with isotonic regression
S Kakade, AT Kalai, V Kanade, O Shamir
arXiv preprint arXiv:1104.2018, 2011
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
A note on learning from multiple-instance examples
A Blum, A Kalai
Machine learning 30 (1), 23-29, 1998
The Isotron Algorithm: High-Dimensional Isotonic Regression.
AT Kalai, R Sastry
COLT, 2009
Simulated annealing for convex optimization
AT Kalai, S Vempala
Mathematics of Operations Research 31 (2), 253-266, 2006
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
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