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20172026
most citedSharpened Generalization Bounds based on Conditional Mutual Information and an Application to Noisy, Iterative Algorithms

40 citations · 104 across the 11 of their papers we have counts for

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Showing 2021Show all

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stat.ML2021

Minimax Optimal Quantile and Semi-Adversarial Regret via Root-Logarithmic Regularizers

Jeffrey Negrea, Blair Bilodeau, Nicolò Campolongo +2

Quantile (and, more generally, KL) regret bounds, such as those achieved by NormalHedge (Chaudhuri, Freund, and Hsu 2009) and its variants, relax the goal of competing against the…