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adaptive data analysis

10 papers

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Co-occurring keywords

differential privacy (1016) statistical query (50) generalization guarantee (53) point estimate (2) instance-specific guarantee (1) sample splitting (6) total variation distance (52) bayes factor (5) computational hardness (24) statistical bia (11)

Papers

Generalization in the Face of Adaptivity: A Bayesian Perspective NIPS 2023
Adaptive Data Analysis in a Balanced Adversarial Model NIPS 2023
Adaptive Data Analysis with Correlated Observations ICML 2022
Guaranteed Validity for Empirical Approaches to Adaptive Data Analysis AISTATS 2020
On Conditional Versus Marginal Bias in Multi-Armed Bandits ICML 2020
Sampling Without Compromising Accuracy in Adaptive Data Analysis ALT 2020
Natural Analysts in Adaptive Data Analysis ICML 2019
The Optimal Approximation Factor in Density Estimation COLT 2019
Calibrating Noise to Variance in Adaptive Data Analysis COLT 2018
Generalization in Adaptive Data Analysis and Holdout Reuse NIPS 2015