Conformal Risk-Averse Decision Making with Optimized Certainty Equivalent Risk Control
This work characterize the optimal policy under known distributions, and shows that it reduces to a prediction set-based solution for the CVaR, which provides an operational interpretation of conformal prediction-type prediction sets.
Amirmohammad Farzaneh, Osvaldo Simeone
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