"conditional value-at-risk" Papers

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Conformal Risk Training: End-to-End Optimization of Conformal Risk Control

Christopher Yeh, Nicolas Christianson, Adam Wierman et al.

NEURIPS 2025arXiv:2510.08748
2
citations

Generating Informative Samples for Risk-Averse Fine-Tuning of Downstream Tasks

Heasung Kim, Taekyun Lee, Hyeji Kim et al.

NEURIPS 2025spotlight

Risk Estimation in a Markov Cost Process: Lower and Upper Bounds

Gugan Chandrashekhar Mallika Thoppe, Prashanth L.A., Sanjay Bhat

ICML 2024arXiv:2310.11389
1
citations

Risk-Sensitive Policy Optimization via Predictive CVaR Policy Gradient

Ju-Hyun Kim, Seungki Min

ICML 2024

Risk-Sensitive Reward-Free Reinforcement Learning with CVaR

Xinyi Ni, Guanlin Liu, Lifeng Lai

ICML 2024