Papers
Probabilistic Belief Revision with Structural Constraints
Peter Jones, Venkatesh Saligrama, Sanjoy Mitter
Probabilistic Deterministic Infinite Automata
David Pfau, Nicholas Bartlett, Frank Wood
Probabilistic Inference and Differential Privacy
Oliver Williams, Frank Mcsherry
Probabilistic Lane Estimation using Basis Curves
A. Huang and S. Teller
Probabilistic latent variable models for distinguishing between cause and effect
Oliver Stegle, Dominik Janzing, Kun Zhang et al.
Probabilistic Multi-Task Feature Selection
Yu Zhang, Dit-Yan Yeung, Qian Xu
PyBrain
Tom Schaul, Justin Bayer, Daan Wierstra et al.
Quadratic Programming Feature Selection
Irene Rodriguez-Lujan, Ramon Huerta, Charles Elkan et al.
Rademacher Complexities and Bounding the Excess Risk in Active Learning
Vladimir Koltchinskii
Random Conic Pursuit for Semidefinite Programming
Ariel Kleiner, Ali Rahimi, Michael I. Jordan
Random Projections for $k$-means Clustering
Christos Boutsidis, Anastasios Zouzias, Petros Drineas
Random Projection Trees Revisited
Aman Dhesi, Purushottam Kar
Random Walk Approach to Regret Minimization
Hariharan Narayanan, Alexander Rakhlin
Rate Minimaxity of the Lasso and Dantzig Selector for the Loss in Balls
Fei Ye, Cun-Hui Zhang
Rates of convergence for the cluster tree
Kamalika Chaudhuri, Sanjoy Dasgupta
Real-time Multiattribute Bayesian Preference Elicitation with Pairwise Comparison Queries
Shengbo Guo, Scott Sanner
Reduced-Rank Hidden Markov Models
Sajid Siddiqi, Byron Boots, Geoffrey Gordon
Reducing Label Complexity by Learning From Bags
Sivan Sabato, Nathan Srebro, Naftali Tishby
REGO: Rank-based Estimation of Renyi Information using Euclidean Graph Optimization
Barnabas Poczos, Sergey Kirshner, Csaba Szepesvári
Regret Bounds and Minimax Policies under Partial Monitoring
Jean-Yves Audibert, Sébastien Bubeck
Regret Bounds for Gaussian Process Bandit Problems
Steffen Grünewälder, Jean–Yves Audibert, Manfred Opper et al.
Regularized Discriminant Analysis, Ridge Regression and Beyond
Zhihua Zhang, Guang Dai, Congfu Xu et al.
Regularized estimation of image statistics by Score Matching
Diederik P. Kingma, Yann L. Cun
Reinforcement Learning to adjust Robot Movements to New Situations
J. Kober, E. Oztop and J. Peters