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stat.ME2022★ 2 cited
Catalytic Priors: Using Synthetic Data to Specify Prior Distributions in Bayesian Analysis
Dongming Huang, Feicheng Wang, Donald B. Rubin +1
Catalytic prior distributions provide general, easy-to-use, and interpretable specifications of prior distributions for Bayesian analysis. They are particularly beneficial when the…
cs.LG2022
Rate-matching the regret lower-bound in the linear quadratic regulator with unknown dynamics
Feicheng Wang, Lucas Janson
The theory of reinforcement learning currently suffers from a mismatch between its empirical performance and the theoretical characterization of its performance, with consequences…