Alan Fern

8 catalog papers. Name-matched publications do not establish a verified researcher identity.

Publications

• PAC Guarantees and Effective Algorithms for Detecting Novel Categories — Journal of Machine Learning Research 2022
• An Empirical Study of Bayesian Optimization: Acquisition Versus Partition — Journal of Machine Learning Research 2021
• Learning Partial Policies to Speedup MDP Tree Search via Reduction to I.I.D. Learning — Journal of Machine Learning Research 2017
• Structured Prediction via Output Space Search — Journal of Machine Learning Research 2014
• Active Imitation Learning: Formal and Practical Reductions to I.I.D. Learning — Journal of Machine Learning Research 2014
• Using Trajectory Data to Improve Bayesian Optimization for Reinforcement Learning — Journal of Machine Learning Research 2014
• Learning Linear Ranking Functions for Beam Search with Application to Planning — Journal of Machine Learning Research 2009
• Learning Control Knowledge for Forward Search Planning — Journal of Machine Learning Research 2008