conftrace_

multiclass learning

8 papers

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Co-occurring keywords

multiclass classification (181) sample complexity (1169) empirical risk minimization (352) pac learning (283) learning theory (519) coding decoding strategy (1) hypothesis class (28) ranking optimization (24) convex analysis (7) matrix regularization (8)

Papers

Regularization and Optimal Multiclass Learning COLT 2024
On Robust Multiclass Learnability NIPS 2022
Multiclass versus Binary Differentially Private PAC Learning NIPS 2021
Exponentiated Gradient Meets Gradient Descent ALT 2020
From N to N+1: Multiclass Transfer Incremental Learning CVPR 2013
Convex Calibrated Surrogates for Low-Rank Loss Matrices with Applications to Subset Ranking Losses NIPS 2013
Multiclass Learning with Simplex Coding NIPS 2012
Multiclass Learnability and the ERM principle COLT 2011