Spotlight "high-dimensional statistics" Papers

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

Yufan Li, Pragya Sur

NeurIPS 2025spotlightarXiv:2502.15131

A Subquadratic Time Algorithm for Robust Sparse Mean Estimation

Ankit Pensia

ICML 2024spotlight

Distributed High-Dimensional Quantile Regression: Estimation Efficiency and Support Recovery

Caixing Wang, Ziliang Shen

ICML 2024spotlight

Generalization in Kernel Regression Under Realistic Assumptions

Daniel Barzilai, Ohad Shamir

ICML 2024spotlight