Xingye Qiao

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Guang ChengTrustworthy AI Lab, UCLAVerified email at ucla.edu
Yufeng LiuUniversity of North Carolina at Chapel HillVerified email at email.unc.edu
J. S. MarronUniversity of North CarolinaVerified email at unc.edu
Lingsong ZhangPurdue UniversityVerified email at purdue.edu
Jiexin DuanPurdue UniversityVerified email at purdue.edu
Michael ToddOperations Research and Information Engineering, Cornell UniversityVerified email at cornell.edu
Hao Helen ZhangUniversity of ArizonaVerified email at math.arizona.edu
Lei YuDepartment of Computer Science, Binghamton UniversityVerified email at cs.binghamton.edu
Wenbo WangApplied Scientist, AmazonVerified email at google.com
Weiying DaiState University of New YorkVerified email at binghamton.edu
Dan MargolisBinghamton UniversityVerified email at binghamton.edu
Sungkyu JungDepartment of Statistics, Seoul National UniversityVerified email at snu.ac.kr
Chong ZhangUniversity of WaterlooVerified email at uwaterloo.ca
Andrew CohenMeta AI (FAIR)Verified email at meta.com
Yang FengProfessor of Biostatistics, School of Global Public Health, New York UniversityVerified email at nyu.edu
Will Wei SunAssociate Professor, Daniels School of Business, Purdue UniversityVerified email at purdue.edu
Haolei WengAssociate Professor, Department of Statistics and Probability, Michigan State UniversityVerified email at msu.edu
Zhou WangBinghamton UniversityVerified email at binghamton.edu
Steven LoscalzoIndependent ResearcherVerified email at acm.org
Robert WrightGeorgia Tech Research InstituteVerified email at gtri.gatech.edu

Xingye Qiao

Professor of Mathematics and Statistics, Binghamton University

Verified email at binghamton.edu - Homepage

Statistics Machine Learning Statistical Learning Bioinformatics Data Science


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The oral and gut microbiomes are perturbed in rheumatoid arthritis and partly normalized after treatment X Zhang, D Zhang, H Jia, Q Feng, D Wang, D Liang, X Wu, J Li, L Tang, ... Nature medicine 21 (8), 895-905, 2015	1774	2015
Weighted Distance Weighted Discrimination and its asymptotic properties X Qiao, HH Zhang, Y Liu, MJ Todd, JS Marron Journal of the American Statistical Association 105 (489), 401-414, 2010	128	2010
Adaptive weighted learning for unbalanced multicategory classification X Qiao, Y Liu Biometrics 65 (1), 159-168, 2009	106	2009
Flexible high-dimensional classification machines and their asymptotic properties X Qiao, L Zhang Journal of Machine Learning Research 16, 1547-1572, 2015	44	2015
Distance-weighted support vector machine X Qiao, L Zhang Statistics and Its Interface 8 (3), 331-345, 2015	40	2015
Partial least squares (PLS) applied to medical bioinformatics WH Land Jr, W Ford, JW Park, R Mathur, N Hotchkiss, J Heine, S Eschrich, ... Procedia Computer Science 6, 273-278, 2011	33	2011
On reject and refine options in multicategory classification C Zhang, W Wang, X Qiao Journal of the American Statistical Association 113 (522), 730-745, 2018	30	2018
Stabilized Nearest Neighbor Classifier and Its Statistical Properties W Sun, X Qiao, G Cheng Journal of the American Statistical Association 111 (515), 1254-1265, 2015	20	2015
Regularization after retention in ultrahigh dimensional linear regression models H Weng, Y Feng, X Qiao Statistica Sinica 29, 387-407, 2019	19*	2019
Rates of Convergence for Large-scale Nearest Neighbor Classification X Qiao, J Duan, G Cheng Advances in Neural Information Processing Systems 32, 2019	18	2019
Probabilistic models for daily peak loads at distribution feeders H Sangrody, N Zhou, X Qiao 2017 IEEE Power & Energy Society General Meeting, 1-5, 2017	18	2017
Sparse Fisher's Linear Discriminant Analysis for Partially Labeled Data Q Lu, X Qiao Statistical Analysis and Data Mining 11 (1), 17--31, 2018	17	2018
Diverse exploration via conjugate policies for policy gradient methods A Cohen, X Qiao, L Yu, E Way, X Tong Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 3404-3411, 2019	16	2019
A statistical approach to set classification by feature selection with applications to classification of histopathology images S Jung, X Qiao Biometrics 70 (3), 536-545, 2014	16	2014
Kernelized partial least squares for feature reduction and classification of gene microarray data WH Land, X Qiao, DE Margolis, WS Ford, CT Paquette, JF Perez-Rogers, ... BMC systems biology 5, 1-18, 2011	15	2011
Learning Confidence Sets using Support Vector Machines W Wang, X Qiao Advances in neural information processing systems 31, 4929-4938, 2018	14	2018
Near-optimal individualized treatment recommendations H Meng, YQ Zhao, H Fu, X Qiao Journal of Machine Learning Research 21 (183), 1-28, 2020	12	2020
PNN/GRNN ensemble processor design for early screening of breast cancer WH Land Jr, X Ma, E Barnes, X Qiao, J Heine, T Masters, JW Park Procedia Computer Science 12, 438-443, 2012	12	2012
A machine learning approach to determine the prognosis of patients with Class III malocclusion P Khosravi-Kamrani, X Qiao, G Zanardi, CA Wiesen, G Slade, ... American Journal of Orthodontics and Dentofacial Orthopedics 161 (1), e1-e11, 2022	11	2022
Noncrossing ordinal classification X Qiao Statistics and Its Interface 10 (2), 187--198, 2017	11	2017

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