conftrace_

margin condition

8 papers

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Co-occurring keywords

convergence rate (607) learning rate (192) stochastic mixability (3) fast rate (13) multiclass classification (181) learning theory (519) statistical learning (351) mixability (1) martingale condition (1) minimax optimal (90)

Papers

On Error and Compression Rates for Prototype Rules AAAI 2023
Nuances in Margin Conditions Determine Gains in Active Learning AISTATS 2022
Improved Classification Rates for Localized SVMs JMLR 2022
Multiclass learning with margin: exponential rates with no bias-variance trade-off ICML 2022
Regularized Contextual Bandits AISTATS 2019
Rate of Convergence of $k$-Nearest-Neighbor Classification Rule JMLR 2018
From Stochastic Mixability to Fast Rates NIPS 2014
Mixability in Statistical Learning NIPS 2012