"quantile regression" Papers

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Conformal Inference of Individual Treatment Effects Using Conditional Density Estimates

Baozhen Wang, Xingye Qiao

AAAI 2025paperarXiv:2501.14933

Know What You Don't Know: Uncertainty Calibration of Process Reward Models

Young-Jin Park, Kristjan Greenewald, Kaveh Alimohammadi et al.

NEURIPS 2025arXiv:2506.09338

Nonparametric Quantile Regression with ReLU-Activated Recurrent Neural Networks

Hang Yu, Lyumin Wu, Wenxin Zhou et al.

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

Qian Tang, Yuwen Gu, Boxiang Wang

Sample-Conditional Coverage in Split-Conformal Prediction

John Duchi

Adaptive Bounding Box Uncertainties via Two-Step Conformal Prediction

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

ECCV 2024arXiv:2403.07263

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

Caixing Wang, Ziliang Shen

ICML 2024spotlightarXiv:2405.07552

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

Qian Tang, Yikai Zhang, Boxiang Wang

Membership Inference Attacks on Diffusion Models via Quantile Regression

Shuai Tang, Steven Wu, Sergul Aydore et al.

ICML 2024arXiv:2312.05140

Relaxed Quantile Regression: Prediction Intervals for Asymmetric Noise

Thomas Pouplin, Alan Jeffares, Nabeel Seedat et al.

ICML 2024arXiv:2406.03258

Simulation-Based Inference with Quantile Regression

He Jia

ICML 2024arXiv:2401.02413