2025 "high-dimensional statistics" Papers

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poster (24,624)paper (8,140)oral (1,594)spotlight (1,421)highlight (975)

Minimax-Optimal Univariate Function Selection in Sparse Additive Models: Rates, Adaptation, and the Estimation-Selection Gap

Shixiang Liu

NEURIPS 2025spotlight

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

Yufan Li, Pragya Sur

NEURIPS 2025spotlightarXiv:2502.15131

Robust Feature Learning for Multi-Index Models in High Dimensions

Alireza Mousavi-Hosseini, Adel Javanmard, Murat A Erdogdu

ICLR 2025posterarXiv:2410.16449
5
citations