conftrace_

risk-sensitive optimization

5 papers

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Co-occurring keywords · papers mentioning both

conditional value at risk (4) regret bound (2) multi-armed bandit (2) sharpe ratio (1) stochastic bandit (1) risk criterion (1) calibration method (1) contextual optimization (1) multinomial logit bandit (1) entropy risk (1)

Papers

Predict-then-Calibrate: A New Perspective of Robust Contextual LP NeurIPS 2023 CVaR-Regret Bounds for Multi-armed Bandits ACML 2022 Towards Safe Reinforcement Learning via Constraining Conditional Value-at-Risk IJCAI 2022 Near-Optimal MNL Bandits Under Risk Criteria AAAI 2021 Algorithms for CVaR Optimization in MDPs NeurIPS 2014