Papers
Optimal Distributed Market-Based Planning for Multi-Agent Systems with Shared Resources
Sue Ann Hong, Geoffrey Gordon
Optimal learning rates for least squares SVMs using Gaussian kernels
Mona Eberts, Ingo Steinwart
Optimal Reinforcement Learning for Gaussian Systems
Philipp Hennig
Oracle inequalities for computationally budgeted model selection
Alekh Agarwal, John C. Duchi, Peter L. Bartlett et al.
Orthogonal Matching Pursuit with Replacement
Prateek Jain, Ambuj Tewari, Inderjit S. Dhillon
PAC-Bayesian Analysis of Contextual Bandits
Yevgeny Seldin, Peter Auer, John S. Shawe-taylor et al.
Parallel Algorithm for Learning Optimal Bayesian Network Structure
Yoshinori Tamada, Seiya Imoto, Satoru Miyano
Parallel Gibbs Sampling: From Colored Fields to Thin Junction Trees
Joseph Gonzalez, Yucheng Low, Arthur Gretton et al.
Parameter Screening and Optimisation for ILP using Designed Experiments
Ashwin Srinivasan, Ganesh Ramakrishnan
Penalty Decomposition Methods for Rank Minimization
Yong Zhang, Zhaosong Lu
Periodic Finite State Controllers for Efficient POMDP and DEC-POMDP Planning
Joni K. Pajarinen, Jaakko Peltonen
Phase transition in the family of p-resistances
Morteza Alamgir, Ulrike V. Luxburg
PiCoDes: Learning a Compact Code for Novel-Category Recognition
Alessandro Bergamo, Lorenzo Torresani, Andrew W. Fitzgibbon
Policy Gradient Coagent Networks
Philip S. Thomas
Polytope samplers for inference in ill-posed inverse problems
Edoardo Airoldi, Bertrand Haas
Portmanteau Vocabularies for Multi-Cue Image Representation
Fahad S. Khan, Joost Weijer, Andrew D. Bagdanov et al.
Posterior Sparsity in Unsupervised Dependency Parsing
Jennifer Gillenwater, Kuzman Ganchev, Joã
Predicting Dynamic Difficulty
Olana Missura, Thomas Gärtner
Predicting response time and error rates in visual search
Bo Chen, Vidhya Navalpakkam, Pietro Perona
Prediction strategies without loss
Michael Kapralov, Rina Panigrahy
Priors over Recurrent Continuous Time Processes
Ardavan Saeedi, Alexandre Bouchard-côté
Prismatic Algorithm for Discrete D.C. Programming Problem
Yoshinobu Kawahara, Takashi Washio
Probabilistic amplitude and frequency demodulation
Richard Turner, Maneesh Sahani