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surrogate regret

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Co-occurring keywords · papers mentioning both

surrogate regret bound (2) proper loss (2) online learning (2) polyhedral loss (1) combinatorial dimension (1) online multiclass classification (1) set-valued feedback (1) online structured prediction (1) generalization rate (1) measure shattering dimension (1)

Papers

Proper losses regret at least 1/2-order JMLR 2025 Online Learning with Set-valued Feedback COLT 2024 Online Structured Prediction with Fenchel–Young Losses and Improved Surrogate Regret for Online Multiclass Classification with Logistic Loss COLT 2024 Surrogate Regret Bounds for Polyhedral Losses NeurIPS 2021 Information, Divergence and Risk for Binary Experiments JMLR 2011