Satyen Kale
Satyen Kale
Staff Research Scientist, Google Research
Verified email at google.com - Homepage
TitleCited byYear
Logarithmic regret algorithms for online convex optimization
E Hazan, A Agarwal, S Kale
Machine Learning 69 (2), 169-192, 2007
7582007
The multiplicative weights update method: A meta-algorithm and applications
S Arora, E Hazan, S Kale
Theory of Computing 8 (1), 121-164, 2012
6132012
On the convergence of adam and beyond
SJ Reddi, S Kale, S Kumar
arXiv preprint arXiv:1904.09237, 2019
4592019
Privacy, accuracy, and consistency too: a holistic solution to contingency table release
B Barak, K Chaudhuri, C Dwork, S Kale, F McSherry, K Talwar
Proceedings of the twenty-sixth ACM SIGMOD-SIGACT-SIGART Symposium on …, 2007
4132007
Taming the Monster: A Fast and Simple Algorithm for Contextual Bandits
A Agarwal, D Hsu, S Kale, J Langford, L Li, RE Schapire
arXiv preprint arXiv:1402.0555, 2014
2252014
A combinatorial, primal-dual approach to semidefinite programs
S Arora, S Kale
Proceedings of the thirty-ninth annual ACM symposium on Theory of computing …, 2007
2112007
Efficient Optimal Learning for Contextual Bandits
M Dudik, D Hsu, S Kale, N Karampatziakis, J Langford, L Reyzin, T Zhang
Arxiv preprint arXiv:1106.2369, 2011
1742011
Beyond the regret minimization barrier: optimal algorithms for stochastic strongly-convex optimization.
E Hazan, S Kale
Journal of Machine Learning Research 15 (1), 2489-2512, 2014
1522014
Algorithms for portfolio management based on the newton method
A Agarwal, E Hazan, S Kale, RE Schapire
Proceedings of the 23rd international conference on Machine learning, 9-16, 2006
1422006
Who Moderates the Moderators? Crowdsourcing Abuse Detection in User-Generated Content
A Ghosh, S Kale, P McAfee
Proceedings of the 12th ACM conference on Electronic commerce, 167-176, 2011
1382011
Projection-free Online Learning
E Hazan, S Kale
Arxiv preprint arXiv:1206.4657, 2012
1332012
Beyond the regret minimization barrier: an optimal algorithm for stochastic strongly-convex optimization
E Hazan, S Kale
Proceedings of the 24th Annual Conference on Learning Theory, 421-436, 2011
1232011
Fast algorithms for approximate semidefinite programming using the multiplicative weights update method
S Arora, E Hazan, S Kale
46th Annual IEEE Symposium on Foundations of Computer Science (FOCS'05), 339-348, 2005
1212005
Extracting certainty from uncertainty: Regret bounded by variation in costs
E Hazan, S Kale
Machine learning 80 (2-3), 165-188, 2010
1142010
O(\logn) Approximation to SPARSEST CUT in ̃O(n^2) Time
S Arora, E Hazan, S Kale
SIAM Journal on Computing 39 (5), 1748-1771, 2010
1092010
Efficient aggregation algorithms for probabilistic data
TS Jayram, S Kale, E Vee
Proceedings of the eighteenth annual ACM-SIAM symposium on Discrete …, 2007
1082007
Commentary on “Online Optimization with Gradual Variations”
S Kale
99*
A fast random sampling algorithm for sparsifying matrices
S Arora, E Hazan, S Kale
Approximation, Randomization, and Combinatorial Optimization. Algorithms and …, 2006
902006
Efficient algorithms using the multiplicative weights update method
S Kale
Dissertation Abstracts International 68 (10), 2007
772007
Non-stochastic bandit slate problems
S Kale, L Reyzin, RE Schapire
Advances in Neural Information Processing Systems, 1054-1062, 2010
712010
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