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Satyen Kale

13 works· latest 2015· 5 institutionscluster: provisional

h-index13

i1013

Citations2,289

Works here13

Most cited in this library

Logarithmic regret algorithms for online convex optimization2007 · 836 citations
Taming the Monster: A Fast and Simple Algorithm for Contextual Bandits2014 · 286 citations
Algorithms for portfolio management based on the Newton method2006 · 239 citations
Logarithmic Regret Algorithms for Online Convex Optimization2006 · 203 citations
Efficient Optimal Learning for Contextual Bandits2011 · 174 citations

Works

13 shown

Online Gradient Boosting

arXiv (Cornell University)·2015·4 authors·preprint·Open access

51citations

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

arXiv (Cornell University)·2014·6 authors·preprint·Open access

286citations

AN ONLINE PORTFOLIO SELECTION ALGORITHM WITH REGRET LOGARITHMIC IN PRICE VARIATION

Mathematical Finance·2012·2 authors

44citations

Projection-free Online Learning

arXiv (Cornell University)·2012·2 authors·preprint·Open access

140citations

Contextual Bandit Learning with Predictable Rewards

arXiv (Cornell University)·2012·5 authors·preprint·Open access

43citations

A simple multi-armed bandit algorithm with optimal variation-bounded regret

Conference on Learning Theory·2011·2 authors·other

52citations

Efficient Optimal Learning for Contextual Bandits

arXiv (Cornell University)·2011·7 authors·preprint·Open access

174citations

Non-Stochastic Bandit Slate Problems

·2010·3 authors

61citations

Extracting certainty from uncertainty: regret bounded by variation in costs

Machine Learning·2010·2 authors·Open access

113citations

Online submodular minimization

·2009·2 authors

47citations

Logarithmic regret algorithms for online convex optimization

Machine Learning·2007·2 authors·Open access

836citations

Algorithms for portfolio management based on the Newton method

International Conference on Machine Learning·2006·3 authors·other

239citations

Logarithmic Regret Algorithms for Online Convex Optimization

Lecture notes in computer science·2006·3 authors·other

203citations