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smoothed online learning

6 papers

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Co-occurring keywords

online learning (1777) regret bound (1926) adversarial learning (1595) distribution-dependent complexity (1) sequential symmetrization (1) minimax analysis (10) minimax regret (74) contextual bandit (381) dynamical system (398) oracle-efficient algorithm (11)

Papers

Smoothed Online Learning for Prediction in Piecewise Affine Systems NIPS 2023
The Sample Complexity of Approximate Rejection Sampling With Applications to Smoothed Online Learning COLT 2023
Oracle-Efficient Smoothed Online Learning for Piecewise Continuous Decision Making COLT 2023
Smoothed Online Learning is as Easy as Statistical Learning COLT 2022
Efficient and Near-Optimal Smoothed Online Learning for Generalized Linear Functions NIPS 2022
Online Learning: Stochastic, Constrained, and Smoothed Adversaries NIPS 2011