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loss function learning

4 papers

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Co-occurring keywords · papers mentioning both

task-specific loss function (1) bregmantron algorithm (1) loss transfer (1) downstream optimization (1) optimization problem (1) predictive model (1) decision-focused learning (1) statistical decision theory (1) proper loss (1) predictive optimization (1)

Papers

Leaving the Nest: Going beyond Local Loss Functions for Predict-Then-Optimize AAAI 2024 LegendreTron: Uprising Proper Multiclass Loss Learning ICML 2023 Decision-Focused Learning without Decision-Making: Learning Locally Optimized Decision Losses NeurIPS 2022 Supervised learning: no loss no cry ICML 2020