conftrace_

chernoff bound

8 papers

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Co-occurring keywords

sample complexity (1169) statistical learning (351) information theory (491) chance constraint (16) maximum likelihood estimator (30) distribution estimation (71) best-arm identification (38) selective inference (20) statistical bound (7) learning bound (12)

Papers

Distribution Estimation under the Infinity Norm JMLR 2025
PAC-Bayes-Chernoff bounds for unbounded losses NIPS 2024
Optimization of Chance-Constrained Submodular Functions AAAI 2020
A Matrix Chernoff Bound for Markov Chains and Its Application to Co-occurrence Matrices NIPS 2020
Is There a Trade-Off Between Fairness and Accuracy? A Perspective Using Mismatched Hypothesis Testing ICML 2020
Optimal Best Arm Identification with Fixed Confidence COLT 2016
Exact Exponent in Optimal Rates for Crowdsourcing ICML 2016
Risk Aversion in Markov Decision Processes via Near Optimal Chernoff Bounds NIPS 2012