Xingye Qiao - researchr alias

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Viewing Publication 1 - 23 from 23

2025

Conformal Inference of Individual Treatment Effects Using Conditional Density EstimatesBaozhen Wang, Xingye Qiao. AAAI 2025: 21009-21016 [doi]

2024

2023

Set-valued Classification with Out-of-distribution Detection for Many ClassesZhou Wang, Xingye Qiao. jmlr, 24, 2023. [doi]

2020

Mutual Transfer Learning for Massive DataChing-Wei Cheng, Xingye Qiao, Guang Cheng. icml 2020: 1800-1809 [doi]

Statistical Guarantees of Distributed Nearest Neighbor ClassificationJiexin Duan, Xingye Qiao, Guang Cheng. nips 2020: [doi]

Near-optimal Individualized Treatment RecommendationsHaomiao Meng, Ying-Qi Zhao, Haoda Fu, Xingye Qiao. jmlr, 21, 2020. [doi]

2019

2018

Sparse Fisher's linear discriminant analysis for partially labeled dataQiyi Lu, Xingye Qiao. sadm, 11(1):17-31, 2018. [doi]

Learning Confidence Sets using Support Vector MachinesWenbo Wang, Xingye Qiao. nips 2018: 4934-4943 [doi]

2015

Flexible high-dimensional classification machines and their asymptotic propertiesXingye Qiao, Lingsong Zhang. jmlr, 16:1547-1572, 2015. [doi]

Improving Approximate Value Iteration with Complex Returns by BoundingRobert William Wright, Xingye Qiao, Steven Loscalzo, Lei Yu. AAAI 2015: 3087-3093 [doi]

CFQI: Fitted Q-Iteration with Complex ReturnsRobert William Wright, Xingye Qiao, Lei Yu, Steven Loscalzo. atal 2015: 163-170 [doi]

2012

2011

Kernelized partial least squares for feature reduction and classification of gene microarray dataWalker H. Land Jr., Xingye Qiao, Daniel Margolis, William S. Ford, Christopher T. Paquette, Joseph F. Perez-Rogers, Jeffrey A. Borgia, Jack Y. Yang, Youping Deng. bmcsb, 5(S-3), 2011. [doi]

A new tool for survival analysis: evolutionary programming/evolutionary strategies (EP/ES) support vector regression hybrid using both censored / non-censored (event) dataWalker H. Land Jr., Xingye Qiao, Dan Margolis, Ronald Gottlieb. procedia, 6:267-272, 2011. [doi]

Partial Least Squares (PLS) Applied to Medical BioinformaticsWalker H. Land Jr., William Ford, Jin-Woo Park, Ravi Mathur, Nathan Hotchkiss, John J. Heine, Steven Eschrich, Xingye Qiao, Timothy Yeatman. procedia, 6:273-278, 2011. [doi]

A complex adaptive system using statistical learning theory as an inline preprocess for clinical survival analysisDan Margolis, Walker H. Land Jr., Ronald Gottlieb, Xingye Qiao. procedia, 6:279-284, 2011. [doi]

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