"loss function design" Papers

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Gatekeeper: Improving Model Cascades Through Confidence Tuning

Stephan Rabanser, Nathalie Rauschmayr, Achin Kulshrestha et al.

NeurIPS 2025posterarXiv:2502.19335
4
citations

Sampled Estimators For Softmax Must Be Biased

Li-Chung Lin, Yaxu Liu, Chih-Jen Lin

NeurIPS 2025poster

Improving SAM Requires Rethinking its Optimization Formulation

Wanyun Xie, Fabian Latorre, Kimon Antonakopoulos et al.

ICML 2024poster

SCoRe: Submodular Combinatorial Representation Learning

Anay Majee, Suraj Kothawade, Krishnateja Killamsetty et al.

ICML 2024poster