2025 Spotlight "binary classification" Papers

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On Agnostic PAC Learning in the Small Error Regime

Julian Asilis, Mikael Møller Høgsgaard, Grigoris Velegkas

NEURIPS 2025spotlightarXiv:2502.09496

Optimal and Provable Calibration in High-Dimensional Binary Classification: Angular Calibration and Platt Scaling

Yufan Li, Pragya Sur

NEURIPS 2025spotlightarXiv:2502.15131