"convex losses" Papers

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Consistency Conditions for Differentiable Surrogate Losses

Drona Khurana, Anish Thilagar, Dhamma Kimpara et al.

NEURIPS 2025arXiv:2505.13760

Private Heterogeneous Federated Learning Without a Trusted Server Revisited: Error-Optimal and Communication-Efficient Algorithms for Convex Losses

Changyu Gao, Andrew Lowy, Xingyu Zhou et al.

ICML 2024arXiv:2407.09690
10
citations