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quantile optimization

5 papers

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Co-occurring keywords

stochastic optimization (1060) ranking optimization (24) approximation algorithm (630) noisy evaluation (7) scoring function (22) cross-entropy method (15) conditional value at risk (50) convex surrogate (22) cross-entropy optimization (3) quantile metric (1)

Papers

Robustness in Multi-Objective Submodular Optimization: a Quantile Approach ICML 2022
Quantile Constrained Reinforcement Learning: A Reinforcement Learning Framework Constraining Outage Probability NIPS 2022
$\mathcal{X}$-Armed Bandits: Optimizing Quantiles, CVaR and Other Risks ACML 2019
The Cross-Entropy Method Optimizes for Quantiles ICML 2013
Accuracy at the Top NIPS 2012