"surrogate loss" Papers

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New Perspectives on the Polyak Stepsize: Surrogate Functions and Negative Results

Francesco Orabona, Ryan D'Orazio

NEURIPS 2025arXiv:2505.20219
6
citations

Improving SAM Requires Rethinking its Optimization Formulation

Wanyun Xie, Fabian Latorre, Kimon Antonakopoulos et al.

ICML 2024arXiv:2407.12993
4
citations