conftrace_

tail risk

6 papers

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Co-occurring keywords

fast adaptation (22) task adaptation (85) observational datum (109) robust policy (24) point cloud classification (57) worst-case optimality (3) expected regret (7) value at risk (9) risk optimization (6) medical decision support (6)

Papers

Theoretical Investigations and Practical Enhancements on Tail Task Risk Minimization in Meta Learning NIPS 2024
PointCVaR: Risk-Optimized Outlier Removal for Robust 3D Point Cloud Classification AAAI 2024
Pricing Experimental Design: Causal Effect, Expected Revenue and Tail Risk ICML 2023
Stochastic Multi-armed Bandits: Optimal Trade-off among Optimality, Consistency, and Tail Risk NIPS 2023
Learning Robust Decision Policies from Observational Data NIPS 2020
Parsimonious Quantile Regression of Financial Asset Tail Dynamics via Sequential Learning NIPS 2018