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Adam Tauman Kalai
Adam Tauman Kalai
OpenAI
Verifisert e-postadresse på openai.com - Startside
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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
42942016
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
10642005
Efficient algorithms for online decision problems
A Kalai, S Vempala
Journal of Computer and System Sciences 71 (3), 291-307, 2005
10242005
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
9712003
Textbooks are all you need
S Gunasekar, Y Zhang, J Aneja, CCT Mendes, A Del Giorno, S Gopi, ...
arXiv preprint arXiv:2306.11644, 2023
5932023
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
5472019
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
5361999
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
4112023
Agnostically learning halfspaces
AT Kalai, AR Klivans, Y Mansour, RA Servedio
SIAM Journal on Computing 37 (6), 1777-1805, 2008
3672008
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
3522018
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
3402011
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
3022008
Universal portfolios with and without transaction costs
A Blum, A Kalai
Proceedings of the Tenth Annual Conference on Computational Learning Theory …, 1997
3021997
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
2742010
Analysis of perceptron-based active learning
S Dasgupta, AT Kalai, C Monteleoni
International conference on computational learning theory, 249-263, 2005
2232005
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
2182011
Logarithmic regret algorithms for online convex optimization
E Hazan, A Kalai, S Kale, A Agarwal
International Conference on Computational Learning Theory, 499-513, 2006
2072006
Efficient algorithms for universal portfolios
A Kalai, S Vempala
Journal of Machine Learning Research 3 (Nov), 423-440, 2002
2072002
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
2062013
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
1882016
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Artikler 1–20