Satyen Kale - Concepedia

Author

Satyen Kale

Princeton University

Also Known As

Kale, Satyen, Satyen Kale

121

Publications

8.2K

Citations

H-Index

117

Concepts

All Affiliations

Princeton University Yahoo (United States)Yahoo (United Kingdom)Google (United States)IBM (United States)

About

Satyen Kale is an author at Princeton University specializing in engineering, computer science, and machine learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	29	45	5.8K
2	Management	6	6	416
3	Business	2	2	537
4	Arts	1	1	160
5	Education	1	1	24

Satyen Kale

Publications

6.9K

Citations

H-Index

Page 1

	Year	Citations
On the Convergence of Adam and Beyond Sashank J. Reddi, Satyen Kale, Sanjiv Kumar arXiv (Cornell University) Artificial IntelligenceMathematical ProgrammingModel OptimizationInfinite Dimensional AnalysisEngineering	2019	1.6K
Logarithmic regret algorithms for online convex optimization Elad Hazan, Amit Agarwal, Satyen Kale Machine Learning EngineeringMachine LearningLogarithmic Regret AlgorithmsStochastic OptimizationOnline Problem	2007	865
Privacy, accuracy, and consistency too Boaz Barak, Kamalika Chaudhuri, Cynthia Dwork, EngineeringInformation SecurityVerificationConfidentialityInformation Privacy	2007	485
Taming the Monster: A Fast and Simple Algorithm for Contextual Bandits Alekh Agarwal, Daniel Hsu, Satyen Kale, arXiv (Cornell University)	2014	313
Beyond the regret minimization barrier: optimal algorithms for stochastic strongly-convex optimization Elad Hazan, Satyen Kale Journal of Machine Learning Research Mathematical ProgrammingGradient Oracle ModelEngineeringMachine LearningOnline Convex Optimization	2014	233
Algorithms for portfolio management based on the Newton method Amit Agarwal, Elad Hazan, Satyen Kale, Mathematical ProgrammingNumerical AnalysisOptimal RegretPortfolio OptimizationEngineering	2006	230
Adaptive Methods for Nonconvex Optimization Manzil Zaheer, Sashank J. Reddi, Devendra Singh Sachan, Neural Information Processing Systems Numerical AnalysisMathematical ProgrammingModel OptimizationEngineeringMachine Learning	2018	221
SCAFFOLD: Stochastic Controlled Averaging for On-Device Federated Learning. Sai Praneeth Karimireddy, Satyen Kale, Mehryar Mohri, Artificial IntelligenceMathematical ProgrammingEngineeringMachine LearningData Science	2019	215
A combinatorial, primal-dual approach to semidefinite programs Sanjeev Arora, Satyen Kale Mathematical ProgrammingEngineeringSemi-infinite OptimizationComputational ComplexitySemidefinite Programming	2007	167
A Field Guide to Federated Optimization Jianyu Wang, Zachary Charles, Zheng Xu, arXiv (Cornell University) Artificial IntelligenceEngineeringMachine LearningDistributed AlgorithmsFederated Structure	2021	167

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