PAC Bounds for Discounted MDPs

PAC Classification based on PAC Estimates of Label Class Distributions

PAC learnability of a concept class under non-atomic measures: a problem by Vidyasagar

PAC learnability versus VC dimension: a footnote to a basic result of statistical learning

PAC Learning Mixtures of Axis-Aligned Gaussians with No Separation Assumption

PAC-Bayes-Bernstein Inequality for Martingales and its Application to Multiarmed Bandits

PAC-Bayesian Analysis of Martingales and Multiarmed Bandits

PAC-Bayesian Analysis of the Exploration-Exploitation Trade-off

PAC-Bayesian Inequalities for Martingales

PAC-Bayesian Policy Evaluation for Reinforcement Learning

PADDLE: Proximal Algorithm for Dual Dictionaries LEarning

Parallax Park - A bilingual, outdoor, interactive family exhibit

Parallel Coordinate Descent for L1-Regularized Loss Minimization

Parallel Matrix Factorization for Binary Response

Parallel Online Learning

Parameter-Free Spectral Kernel Learning

Parametric Learning and Monte Carlo Optimization

Parametric Return Density Estimation for Reinforcement Learning

Parametrized Stochastic Multi-armed Bandits with Binary Rewards

Partial Order MCMC for Structure Discovery in Bayesian Networks