Xiaoqian Liu

2022202320244 16 2

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4 articles

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Eric C. ChiAssociate Professor of Statistics, Rice UniversityVerified email at rice.edu
Kenneth LangeProfessor of Computational Medicine, Human Genetics, and Statistics, UCLAVerified email at ucla.edu
Aaron J. MolstadSchool of Statistics, University of MinnesotaVerified email at umn.edu
Boaz NadlerWeizmann Institute of Science, IsraelVerified email at weizmann.ac.il
Wenyi Wang, PhDProfessor of Bioinformatics and Computational Biology, MD Anderson Cancer CenterVerified email at mdanderson.org

Xiaoqian Liu

Verified email at mdanderson.org - Homepage


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Revisiting convexity-preserving signal recovery with the linearly involved GMC penalty X Liu, EC Chi Pattern Recognition Letters 156, 60-66, 2022	15	2022
A Sharper Computational Tool for Regression X Liu, EC Chi, K Lange Technometrics 65 (1), 117-126, 2023	5	2023
A convex-nonconvex strategy for grouped variable selection X Liu, AJ Molstad, EC Chi Electronic Journal of Statistics 17 (2), 2912-2961, 2023	2	2023
DeMixSC: a deconvolution framework that uses single-cell sequencing plus a small benchmark dataset for improved analysis of cell-type ratios in complex tissue samples S Guo, X Liu, X Cheng, Y Jiang, S Ji, Q Liang, A Koval, Y Li, LA Owen, ... bioRxiv, 2023		2023
A Majorization-Minimization Gauss-Newton Method for 1-Bit Matrix Completion X Liu, X Han, EC Chi, B Nadler arXiv preprint arXiv:2304.13940, 2023		2023
An Interpretable Machine Learning Model to Classify Coronary Bifurcation Lesions X Liu, M Vardhan, Q Wen, A Das, A Randles, EC Chi 2021 43rd Annual International Conference of the IEEE Engineering in …, 2021		2021

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