"quantile regression" Papers

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QuanDA: Quantile-Based Discriminant Analysis for High-Dimensional Imbalanced Classification

Qian Tang, Yuwen Gu, Boxiang Wang

NeurIPS 2025poster

Adaptive Bounding Box Uncertainties via Two-Step Conformal Prediction

Alexander Timans, Christoph-Nikolas Straehle, Kaspar Sakmann et al.

ECCV 2024posterarXiv:2403.07263
18
citations

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

Caixing Wang, Ziliang Shen

ICML 2024spotlight

Finite Smoothing Algorithm for High-Dimensional Support Vector Machines and Quantile Regression

Qian Tang, Yikai Zhang, Boxiang Wang

ICML 2024poster

Membership Inference Attacks on Diffusion Models via Quantile Regression

Shuai Tang, Steven Wu, Sergul Aydore et al.

ICML 2024poster

Relaxed Quantile Regression: Prediction Intervals for Asymmetric Noise

Thomas Pouplin, Alan Jeffares, Nabeel Seedat et al.

ICML 2024poster

Simulation-Based Inference with Quantile Regression

He Jia

ICML 2024poster