conftrace_

bayesian risk

4 papers

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Co-occurring keywords

minimax estimator (3) least favorable prior (1) projected gradient ascent (6) risk measure (26) bilevel programming (11) information measure (5) gradient variance (31) control variate (54) lower bound (173) distributionally robust (14)

Papers

Approximate Bilevel Difference Convex Programming for Bayesian Risk Markov Decision Processes AAAI 2025

Lower Bounds on the Bayesian Risk via Information Measures JMLR 2024

A Dimensionality Reduction Method for Finding Least Favorable Priors with a Focus on Bregman Divergence AISTATS 2022

Using Large Ensembles of Control Variates for Variational Inference NIPS 2018