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fenchel-young loss

9 papers

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Co-occurring keywords

convex optimization (1321) convex loss function (19) loss function (462) logistic loss (30) multiclass classification (181) fitzpatrick loss (1) label proportion estimation (3) sparsemax loss (1) conditional random field (494) continuous domain (18)

Papers

Hopfield-Fenchel-Young Networks: A Unified Framework for Associative Memory Retrieval JMLR 2025
Bregman Conditional Random Fields: Sequence Labeling with Parallelizable Inference Algorithms ACL 2025
Learning with Fitzpatrick Losses NIPS 2024
Unified Binary and Multiclass Margin-Based Classification JMLR 2024
Online Structured Prediction with Fenchel–Young Losses and Improved Surrogate Regret for Online Multiclass Classification with Logistic Loss COLT 2024
Learning Energy Networks with Generalized Fenchel-Young Losses NIPS 2022
Sparse Continuous Distributions and Fenchel-Young Losses JMLR 2022
Learning with Fenchel-Young losses JMLR 2020
Learning Classifiers with Fenchel-Young Losses: Generalized Entropies, Margins, and Algorithms AISTATS 2019