conftrace_

subgaussian distribution

8 papers

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Co-occurring keywords

mean estimation (70) differential privacy (1016) covariance estimation (98) regret bound (1926) multi-armed bandit (1098) generalized linear bandit (11) sub-gaussian distribution (18) metric entropy (11) natural exponential family (4) hellinger distance (13)

Papers

Almost Free: Self-concordance in Natural Exponential Families and an Application to Bandits NIPS 2024
Forced Exploration in Bandit Problems AAAI 2024
Dimension-free Private Mean Estimation for Anisotropic Distributions NIPS 2024
Entropic characterization of optimal rates for learning Gaussian mixtures COLT 2023
Fast, Sample-Efficient, Affine-Invariant Private Mean and Covariance Estimation for Subgaussian Distributions COLT 2023
Generalization Bounds via Convex Analysis COLT 2022
Covariance-Aware Private Mean Estimation Without Private Covariance Estimation NIPS 2021
CoinPress: Practical Private Mean and Covariance Estimation NIPS 2020