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discrete loss

3 papers

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Co-occurring keywords · papers mentioning both

structured prediction (2) max-margin loss (1) polyhedral surrogate (1) link function (1) bayes risk (1) convex surrogate (1) polyhedral loss (1) least-squares framework (1) learning rate (1) support vector machine (1)

Papers

An Embedding Framework for the Design and Analysis of Consistent Polyhedral Surrogates JMLR 2024 On the Consistency of Max-Margin Losses AISTATS 2022 Sharp Analysis of Learning with Discrete Losses AISTATS 2019