"surrogate losses" Papers

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Consistency Conditions for Differentiable Surrogate Losses

Drona Khurana, Anish Thilagar, Dhamma Kimpara et al.

NEURIPS 2025arXiv:2505.13760

Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints

Hyungki Im, Wyame Benslimane, Paul Grigas

NEURIPS 2025arXiv:2505.22881

Solving hidden monotone variational inequalities with surrogate losses

Ryan D'Orazio, Danilo Vucetic, Zichu Liu et al.

ICLR 2025arXiv:2411.05228

Criterion Collapse and Loss Distribution Control

Matthew J. Holland

ICML 2024arXiv:2402.09802
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