Joelle Pineau

End-to-End Text Recognition with Hybrid HMM Maxout Models

Ouais Alsharif, Joelle Pineau

Comments 9 pages, 7 figures

Bellman Error Based Feature Generation using Random Projections on Sparse Spaces

Mahdi Milani Fard, Yuri Grinberg, Amir-massoud Farahmand, Joelle Pineau, Doina Precup

Proceedings of the 29th International Conference on Machine Learning (ICML-12)

John Langford, Joelle Pineau

Comments Proceedings of the 29th International Conference on Machine Learning (ICML-12). Editors: John Langford and Joelle Pineau. Publisher: Omnipress, 2012

Model-Based Bayesian Reinforcement Learning in Large Structured Domains

Stephane Ross, Joelle Pineau

Comments Appears in Proceedings of the Twenty-Fourth Conference on Uncertainty in Artificial Intelligence (UAI2008)

PAC-Bayesian Policy Evaluation for Reinforcement Learning

Mahdi MIlani Fard, Joelle Pineau, Csaba Szepesvari

Active Learning for Developing Personalized Treatment

Kun Deng, Joelle Pineau, Susan A. Murphy