Xingye Qiao
Xingye Qiao
Professor of Mathematics and Statistics, Binghamton University
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Citata da
Citata da
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
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
Adaptive weighted learning for unbalanced multicategory classification
X Qiao, Y Liu
Biometrics 65 (1), 159-168, 2009
Flexible high-dimensional classification machines and their asymptotic properties
X Qiao, L Zhang
Journal of Machine Learning Research 16, 1547-1572, 2015
Distance-weighted support vector machine
X Qiao, L Zhang
Statistics and Its Interface 8 (3), 331-345, 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
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
Regularization after retention in ultrahigh dimensional linear regression models
H Weng, Y Feng, X Qiao
Statistica Sinica 29, 387-407, 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
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
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
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 (3), 1-18, 2011
Rates of Convergence for Large-scale Nearest Neighbor Classification
X Qiao, J Duan, G Cheng
Advances in Neural Information Processing Systems 32, 2019
Learning Confidence Sets using Support Vector Machines
W Wang, X Qiao
Advances in neural information processing systems 31, 4929-4938, 2018
Noncrossing ordinal classification
X Qiao
Statistics and Its Interface 10 (2), 187--198, 2017
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
Sparse Fisher's Linear Discriminant Analysis for Partially Labeled Data
Q Lu, X Qiao
Statistical Analysis and Data Mining 11 (1), 17--31, 2018
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
Statistical guarantees of distributed nearest neighbor classification
J Duan, X Qiao, G Cheng
Advances in Neural Information Processing Systems 33, 229-240, 2020
Learning ordinal data
X Qiao
Wiley Interdisciplinary Reviews: Computational Statistics 7 (5), 341-346, 2015
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