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smoothed online learning

7 papers

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Co-occurring keywords · papers mentioning both

online learning (5) regret bound (3) minimax regret (2) adversarial learning (2) distribution-dependent complexity (1) sequential symmetrization (1) minimax analysis (1) square loss (1) contextual bandit (1) dynamical system (1)

Papers

On the Performance of Empirical Risk Minimization with Smoothed Data COLT 2024 Oracle-Efficient Smoothed Online Learning for Piecewise Continuous Decision Making COLT 2023 Smoothed Online Learning for Prediction in Piecewise Affine Systems NeurIPS 2023 The Sample Complexity of Approximate Rejection Sampling With Applications to Smoothed Online Learning COLT 2023 Efficient and Near-Optimal Smoothed Online Learning for Generalized Linear Functions NeurIPS 2022 Smoothed Online Learning is as Easy as Statistical Learning COLT 2022 Online Learning: Stochastic, Constrained, and Smoothed Adversaries NeurIPS 2011