Recovering Structured Probability Matrices Qingqing Huang⇤ Sham M. Kakade† Weihao Kong‡

Source URL: qingqinghuang.github.io

On the Sample Complexity of Reinforcement Learning Sham Machandranath Kakade Gatsby Computational Neuroscience Unit University College London

Source URL: homes.cs.washington.edu

Journal of Machine Learning Research1890 Submitted 12/10; Revised 10/11; Published 6/12 Regularization Techniques for Learning with Matrices Sham M. Kakade

Source URL: dept.stat.lsa.umich.edu

• Mathematical analysis
• Mathematical optimization
• Mathematics
• Convex analysis
• Convex function
• Bregman divergence
• Convex conjugate
• Lp space
• Convex optimization
• Online machine learning
• Norm
• Multiple kernel learning

Correlated Equilibria in Graphical Games Sham Kakade Michael Kearns Gatsby Neuroscience Unit

Source URL: hunch.net

• Game theory
• Mathematics
• Statistics
• Probability
• Graphical model
• Markov random field
• Nash equilibrium
• Graphical game theory
• Epsilon-equilibrium
• Best response
• Correlated equilibrium
• Markov chain

COVER TREES FOR NEAREST NEIGHBOR ALINA BEYGELZIMER, SHAM KAKADE, AND JOHN LANGFORD A BSTRACT. We present a tree data structure for fast nearest neighbor operations in general n-point metric spaces. The data structure req

Source URL: hunch.net

CMSC[removed]Spring[removed]Learning Theory Lecture: 13 Online to Batch Conversions Instructors: Sham Kakade and Ambuj Tewari

Source URL: ttic.uchicago.edu

• Martingale
• Filtration
• Statistics
• Stochastic processes
• Martingale theory

CMSC[removed]Spring[removed]Learning Theory Lecture: 9 Rademacher Averages Instructors: Sham Kakade and Ambuj Tewari

Source URL: ttic.uchicago.edu

• Inequalities
• Fourier analysis
• Analysis
• Mathematical analysis
• Operator theory
• Mathematics

Tilak Maharashtra Vidyapeeth Post Graduate Department of Geography Date: 25th Sept[removed]List of Students Qualified for M.Phil (Geography) Admission[removed]

Source URL: www.tmv.edu.in

• Kakade
• Surnames

Reinforcement Learning in POMDPs Without Resets Eyal Even-Dar Sham M. Kakade School of Computer Science Computer and Information Science University of Pennsylvania Tel-Aviv University

Source URL: www.ijcai.org

• Dynamic programming
• Stochastic control
• Markov models
• Partially observable Markov decision process
• Markov decision process
• Markov chain
• Reinforcement learning
• Statistics
• Markov processes
• Control theory

Stochastic Linear Optimization under Bandit Feedback Varsha Dani∗ and Thomas P. Hayes† and Sham M. Kakade† Abstract In the classical stochastic k-armed bandit problem,

Source URL: colt2008.cs.helsinki.fi

• Mathematics
• Support
• Loss function
• Mathematical analysis
• Statistics
• Polylogarithm