An asymptotic approximation for the permanent of a doubly stochastic matrix Peter McCullagh University of Chicago August 2, 2012 Abstract

Source URL: www.stat.uchicago.edu

WEAK EQUIVALENCE OF STATIONARY ACTIONS AND THE ENTROPY REALIZATION PROBLEM PETER BURTON, MARTINO LUPINI, AND OMER TAMUZ Abstract. We initiate the study of weak containment and weak equivalence for µ-stationary actions f

Source URL: people.hss.caltech.edu

• Mathematical analysis
• Mathematics
• Measure theory
• Stochastic processes
• Compactification
• Harmonic analysis
• Poisson boundary
• Equivalence relation
• Equivalence of categories
• Von Neumann algebra
• Amenable group
• Equivalence

Non-Stochastic Bandit Slate Problems Satyen Kale Yahoo! Research Santa Clara, CA Lev Reyzin∗

Source URL: rob.schapire.net

MITSUBISHI ELECTRIC RESEARCH LABORATORIES http://www.merl.com Truncated Approximate Dynamic Programming with Task-Dependent Terminal Value Farahmand, A.-M.; Nikovski, D.N.; Igarashi, Y.; Konaka, H.

Source URL: www.merl.com

• Mathematical optimization
• Operations research
• Dynamic programming
• Markov processes
• Stochastic control
• Markov decision process
• Reinforcement learning
• Convolution
• Optimal control
• Q-learning

Cognitive Science–618 Copyright © 2014 Cognitive Science Society, Inc. All rights reserved. ISSN: printonline DOI: cogsInferring Learners’ Knowledge From Their Ac

Source URL: cocosci.berkeley.edu

• Dynamic programming
• Markov processes
• Stochastic control
• Cognitive science
• Probability theory
• Markov decision process
• Reinforcement learning
• Theory of mind
• Probability
• Psychology
• Cognition

Supplementary materials for this article are available online. Please go to www.tandfonline.com/r/JASA Statistical Learning With Time Series Dependence: An Application to Scoring Sleep in Mice Blakeley B. MCSHANE, Shane

Source URL: www-stat.wharton.upenn.edu

• Markov models
• Probability
• Mathematical analysis
• Markov chain
• Sleep
• Memorylessness
• Rapid eye movement sleep
• Stochastic matrix
• Forwardbackward algorithm
• Joint probability distribution
• Non-rapid eye movement sleep
• Expected value

On Using Simultaneous Perturbation Stochastic Approximation for IR Measures, and the Empirical Optimality of LambdaRank Yisong Yue1 Dept. of Computer Science

Source URL: www.yisongyue.com

Multi-Step Stochastic ADMM in High Dimensions: Applications to Sparse Optimization and Matrix Decomposition Hanie Sedghi Univ. of Southern California

Source URL: papers.nips.cc

600_Evaluating the Benefits of Stochastic Optimization for Hydro Assets.pdf

Source URL: www.time-steps.com

• Operations research
• Statistical randomness
• Mathematical optimization
• Stochastic optimization
• Stochastic
• Mathematics
• Quantitative analyst
• Economic model
• Option
• Business
• Economy

Non-stochastic Best Arm Identification and Hyperparameter Optimization A Proof of Theorem 1

Source URL: jmlr.org