conftrace_

discrete loss

3 papers

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Co-occurring keywords

structured prediction (396) max-margin loss (4) polyhedral surrogate (3) link function (11) bayes risk (23) convex surrogate (22) polyhedral loss (4) least-squares framework (1) learning rate (192) support vector machine (978)

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