ICML 2024 "quantile regression" Papers

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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

ICML 2024poster

Membership Inference Attacks on Diffusion Models via Quantile Regression

Shuai Tang, Steven Wu, Sergul Aydore et al.

ICML 2024posterarXiv:2312.05140

Relaxed Quantile Regression: Prediction Intervals for Asymmetric Noise

Thomas Pouplin, Alan Jeffares, Nabeel Seedat et al.

ICML 2024posterarXiv:2406.03258

Simulation-Based Inference with Quantile Regression

He Jia

ICML 2024posterarXiv:2401.02413