Adam Tauman Kalai
Adam Tauman Kalai
Microsoft Research
Verified email at microsoft.com - Homepage
TitleCited byYear
Efficient algorithms for online decision problems
A Kalai, S Vempala
Journal of Computer and System Sciences 71 (3), 291-307, 2005
620*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
5712003
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
5582016
Online convex optimization in the bandit setting: gradient descent without a gradient
AD Flaxman, AT Kalai, AT Kalai, HB McMahan
Proceedings of the sixteenth annual ACM-SIAM symposium on Discrete …, 2005
4132005
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
2372008
Beating the hold-out: Bounds for k-fold and progressive cross-validation
A Blum, A Kalai, J Langford
COLT 99, 203-208, 1999
2301999
Universal portfolios with and without transaction costs
A Blum, A Kalai
Machine Learning 35 (3), 193-205, 1999
2061999
Agnostically learning halfspaces
AT Kalai, AR Klivans, Y Mansour, RA Servedio
SIAM Journal on Computing 37 (6), 1777-1805, 2008
2042008
Adaptively learning the crowd kernel
O Tamuz, C Liu, S Belongie, O Shamir, AT Kalai
arXiv preprint arXiv:1105.1033, 2011
2032011
Analysis of perceptron-based active learning
S Dasgupta, AT Kalai, C Monteleoni
International Conference on Computational Learning Theory, 249-263, 2005
1572005
Logarithmic regret algorithms for online convex optimization
E Hazan, A Kalai, S Kale, A Agarwal
International Conference on Computational Learning Theory, 499-513, 2006
1532006
Efficient algorithms for universal portfolios
A Kalai, S Vempala
Journal of Machine Learning Research 3 (Nov), 423-440, 2002
1432002
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
1382010
A note on learning from multiple-instance examples
A Blum, A Kalai
Machine Learning 30 (1), 23-29, 1998
1321998
Omnivergent stereo
HY Shum, A Kalai, SM Seitz
Proceedings of the Seventh IEEE International Conference on Computer Vision …, 1999
109*1999
Simulated annealing for convex optimization
AT Kalai, S Vempala
Mathematics of Operations Research 31 (2), 253-266, 2006
1042006
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
932013
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, 927-935, 2011
902011
Analysis of perceptron-based active learning
S Dasgupta, AT Kalai, C Monteleoni
Journal of Machine Learning Research 10 (Feb), 281-299, 2009
872009
The Isotron Algorithm: High-Dimensional Isotonic Regression.
AT Kalai, R Sastry
COLT, 2009
842009
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Articles 1–20