Concepedia

Satyen Kale

SK

64

Publications

6.9K

Citations

34

H-Index

2004

Active since

Affiliations

Princeton University(Current)

Yahoo (United States)

Yahoo (United Kingdom)

Google (United States)

IBM (United States)

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

Top concepts

EngineeringComputer ScienceMachine LearningData ScienceMathematical ProgrammingArtificial IntelligenceComputational ComplexityApproximation TheoryKnowledge DiscoverySupervised Learning

Publications per year

2004–2022

64

Publications

64

On the Convergence of Adam and Beyond

Sashank J. Reddi, Satyen Kale, Sanjiv Kumar · arXiv (Cornell University) · 2019 · 1.6K citations · Full text

Artificial Intelligence, Mathematical Programming, Model Optimization +14

Logarithmic regret algorithms for online convex optimization

Elad Hazan, Amit Agarwal, Satyen Kale · Machine Learning · 2007 · 865 citations · Full text

Engineering, Machine Learning, Logarithmic Regret Algorithms +4

Privacy, accuracy, and consistency too

Boaz Barak, Kamalika Chaudhuri, Cynthia Dwork et al. · 2007 · 485 citations

Engineering, Information Security, Verification +21

Taming the Monster: A Fast and Simple Algorithm for Contextual Bandits

Alekh Agarwal, Daniel Hsu, Satyen Kale et al. · arXiv (Cornell University) · 2014 · 313 citations · Full text

Beyond the regret minimization barrier: optimal algorithms for stochastic strongly-convex optimization

Elad Hazan, Satyen Kale · Journal of Machine Learning Research · 2014 · 233 citations

Mathematical Programming, Gradient Oracle Model, Engineering +15

Rows per page

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