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All publications by J. Z. Kolter
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Approximate Inference in Additive Factorial HMMs with Application to Energy Disaggregation
J. Z. Kolter and Tommi Jaakkola
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012


The Fixed Points of Off-Policy TD
J. Z. Kolter
Advances in Neural Information Processing Systems 24, 2011


Energy Disaggregation via Discriminative Sparse Coding
J. Z. Kolter, Siddharth Batra and Andrew Y. Ng
Advances in Neural Information Processing Systems 23, 2010


Regularization and feature selection in least-squares temporal difference learning
J. Z. Kolter and Andrew Y. Ng
Proceedings of the 26th International Conference on Machine Learning (ICML-09), 2009


Near-Bayesian exploration in polynomial time
J. Z. Kolter and Andrew Y. Ng
Proceedings of the 26th International Conference on Machine Learning (ICML-09), 2009


Space-indexed dynamic programming: learning to follow trajectories
J. Z. Kolter, Adam Coates, Andrew Y. Ng, Yi Gu and Charles Duhadway
Proceedings of the 25th International Conference on Machine Learning (ICML-08), 2008


Hierarchical Apprenticeship Learning with Application to Quadruped Locomotion
J. Z. Kolter, Pieter Abbeel and Andrew Y. Ng
Advances in Neural Information Processing Systems 20, 2007


Dynamic Weighted Majority: An Ensemble Method for Drifting Concepts
J. Z. Kolter and Marcus A. Maloof
Journal of Machine Learning Research, 2007