A fast unified algorithm for solving group-lasso penalize learning problems. - Yi Yang 046; Hui Zou (Stat. Comput., 2015)

Flexible Expectile Regression in Reproducing Kernel Hilbert Spaces. - Yi Yang 046; Teng Zhang; Hui Zou (Technometrics, 2018)

A Consolidated Cross-Validation Algorithm for Support Vector Machines via Data Reduction. - Boxiang Wang; Archer Y. Yang (NeurIPS, 2022)

A sparse additive model for high-dimensional interactions with an exposure variable. - Sahir R. Bhatnagar; Tianyuan Lu; Amanda Lovato; David L. Olds; Michael S. Kobor; Michael J. Meaney 001; Kieran O'Donnell; Archer Y. Yang; Celia M. T. Greenwood (Comput. Stat. Data Anal., 2023)

A Tweedie Compound Poisson Model in Reproducing Kernel Hilbert Space. - Yi Lian; Archer Y. Yang; Boxiang Wang; Peng Shi 003; Robert William Platt (Technometrics, 2023)

QComp: A QSAR-Based Data Completion Framework for Drug Discovery. - Bingjia Yang; Yunsie Chung; Archer Y. Yang; Bo Yuan; Xiang Yu (CoRR, 2024)

MixEHR-SurG: A joint proportional hazard and guided topic model for inferring mortality-associated topics from electronic health records. - Yixuan Li; Archer Y. Yang; Ariane Marelli; Yue Li (J. Biomed. Informatics, 2024)

QComp: A QSAR-Based Imputation Framework for Drug Discovery. - Bingjia Yang; Yunsie Chung; Archer Y. Yang; Bo Yuan; Tianchi Chen; Xiang Yu (J. Chem. Inf. Model., 2025)

Multivariate Conformal Selection. - Tian Bai 010; Yue Zhao; Xiang Yu; Archer Y. Yang (CoRR, 2025)