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bayes consistent

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kernel methods (1) l1 norm (1) bayes consistent classifier (1) secure deployment (1) two-stage system (1) deferral (1) margin-based loss (1) cross entropy (1) learning to defer (1) loss function (1)

Papers

Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees ICML 2025 A Two-Stage Learning-to-Defer Approach for Multi-Task Learning ICML 2025 Leaky Hockey Stick Loss: The First Negatively Divergent Margin-based Loss Function for Classification JMLR 2023