Yuwen Gu

According to our database, Yuwen Gu authored at least 8 papers between 2017 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

fastkqr: A Fast Algorithm for Kernel Quantile Regression.

Qian Tang, Yuwen Gu, Boxiang Wang

J. Comput. Graph. Stat., 2026

2025

Distribution-free inference for LightGBM and GLM with Tweedie loss.

Alokesh Manna, Aditya Vikram Sett, Dipak K. Dey, Yuwen Gu, Elizabeth D. Schifano, Jichao He

CoRR, July, 2025

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

Qian Tang, Yuwen Gu, Boxiang Wang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2023

Density-Convoluted Support Vector Machines for High-Dimensional Classification.

Boxiang Wang, Le Zhou, Yuwen Gu, Hui Zou

IEEE Trans. Inf. Theory, April, 2023

2020

Sparse Composite Quantile Regression in Ultrahigh Dimensions With Tuning Parameter Calibration.

Yuwen Gu, Hui Zou

IEEE Trans. Inf. Theory, 2020

A Unified Approach to Sparse Tweedie Modeling of Multisource Insurance Claim Data.

Simon Fontaine, Yi Yang, Wei Qian, Yuwen Gu, Bo Fan

Technometrics, 2020

2018

ADMM for High-Dimensional Sparse Penalized Quantile Regression.

Yuwen Gu, Jun Fan, Lingchen Kong, Shiqian Ma, Hui Zou

Technometrics, 2018

2017

Flu MODELO 1.0: A simulation model and graphic interface for training and decision support for influenza management.

Greg Ostroy, Diana Prieto, Yuwen Gu, Elise de Doncker, Rajib Paul

Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017