conftrace_

sample complexity bound

6 papers

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Co-occurring keywords

sample complexity (1169) generative model (2892) worst-case policy value (1) distributional discrepancy (4) policy suboptimality (1) competitive threshold model (1) social contagion (2) neural network simulation (2) algorithm configuration (18) non-parametric method (49)

Papers

Worst-Case Offline Reinforcement Learning with Arbitrary Data Support NIPS 2024
Data-Copying in Generative Models: A Formal Framework ICML 2023
Learnability of Competitive Threshold Models IJCAI 2022
Adaptive Sampling for Heterogeneous Rank Aggregation from Noisy Pairwise Comparisons AISTATS 2022
Refined bounds for algorithm configuration: The knife-edge of dual class approximability ICML 2020
Empirical Risk Minimization with Approximations of Probabilistic Grammars NIPS 2010