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P. Bourigault

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#machine learning Review Sep 2026

Tail-Influence Sampling for CVaR Policy Evaluation

Policies with similar mean returns can differ sharply in rare failures, yet estimating lower-tail conditional value-at-risk (CVaR) accurately can require many costly rollouts. When different conditional components of a stochastic workflow can be queried separately, we ask how to allocate a fixed evaluation budget to es...

P. Bourigault, Xiao-Tong Ji, Matthieu Zimmer et al. · 0 citations

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