Xingye Qiao

发表

CFQI: Fitted Q-Iteration with Complex Returns

Lei Yu, Robert William Wright, Xingye Qiao, 2015, AAMAS.

A complex adaptive system using statistical learning theory as an inline preprocess for clinical survival analysis

Dan Margolis, Xingye Qiao, Walker H. Land, 2011, Complex Adaptive Systems.

Mutual Transfer Learning for Massive Data

Ching-Wei Cheng, Guang Cheng, Xingye Qiao, 2020, ICML.

Statistical Guarantees of Distributed Nearest Neighbor Classification

Guang Cheng, Xingye Qiao, Jiexin Duan, 2020, NeurIPS.

A new tool for survival analysis: evolutionary programming/evolutionary strategies (EP/ES) support vector regression hybrid using both censored / non-censored (event) data

Dan Margolis, Xingye Qiao, Walker H. Land, 2011, Complex Adaptive Systems.

Learning ordinal data

Xingye Qiao, Xingye Qiao, 2015 .

A Robust Method for Estimating Individualized Treatment Effect

Xingye Qiao, Haomiao Meng, Xingye Qiao, 2020, 2004.10108.

Weighted Distance Weighted Discrimination and Pairwise Variable Selection for Classification

Xingye Qiao, Xingye Qiao, 2010 .

Covariance-engaged Classification of Sets via Linear Programming pdf

Zhao Ren, Xingye Qiao, Sungkyu Jung, 2020, ArXiv.

Maximum Entropy Diverse Exploration: Disentangling Maximum Entropy Reinforcement Learning pdf

Lei Yu, Xingye Qiao, Xiangrong Tong, 2019, ArXiv.

PNN/GRNN Ensemble Processor Design for Early Screening of Breast Cancer

Jin-Woo Park, Timothy Masters, John J. Heine, 2012, Complex Adaptive Systems.

Sparse Fisher's linear discriminant analysis for partially labeled data

Xingye Qiao, Qiyi Lu, Xingye Qiao, 2015, Stat. Anal. Data Min..

Significance Analysis of High-Dimensional, Low-Sample Size Partially Labeled Data pdf

Xingye Qiao, Qiyi Lu, Xingye Qiao, 2015, ArXiv.

Flexible high-dimensional classification machines and their asymptotic properties

Xingye Qiao, Lingsong Zhang, Xingye Qiao, 2013, J. Mach. Learn. Res..

Stabilized Nearest Neighbor Classifier and its Statistical Properties

Wei Sun, Xingye Qiao, Guang Cheng, 2014, Journal of the American Statistical Association.

GRNN Ensemble Classifier for Lung Cancer Prognosis Using Only Demographic and TNM features

Yan Li, J. David Schaffer, Jin-Woo Park, 2012, Complex Adaptive Systems.

Improving Approximate Value Iteration with Complex Returns by Bounding

Lei Yu, Robert William Wright, Xingye Qiao, 2015, AAAI.

On Reject and Refine Options in Multicategory Classification

Chong Zhang, Wenbo Wang, Xingye Qiao, 2017, 1701.02265.

Learning Confidence Sets using Support Vector Machines

Wenbo Wang, Xingye Qiao, Xingye Qiao, 2018, NeurIPS.

Noncrossing Ordinal Classification

Xingye Qiao, Xingye Qiao, 2015, 1505.03442.

Partial Least Squares (PLS) Applied to Medical Bioinformatics

Ravi Mathur, Jin-Woo Park, Steven Eschrich, 2011, Complex Adaptive Systems.

Near-optimal Individualized Treatment Recommendations pdf

Haoda Fu, Ying-Qi Zhao, Xingye Qiao, 2020, J. Mach. Learn. Res..

Diverse Exploration via Conjugate Policies for Policy Gradient Methods

Lei Yu, Xiangrong Tong, Xingye Qiao, 2019, AAAI.

Significance analysis for pairwise variable selection in classification

Yufeng Liu, J. S. Marron, Xingye Qiao, 2014 .

Nearest Neighbor Classifier with Optimal Stability pdf

Guang Cheng, Wei Sun, Xingye Qiao, 2014, ArXiv.

Towards Run Time Estimation of the Gaussian Chemistry Code for SEAGrid Science Gateway

Sudhakar Pamidighantam, Madhusudhan Govindaraju, Kenneth Chiu, 2019, PEARC.

Distance-weighted Support Vector Machine

Xingye Qiao, Lingsong Zhang, Xingye Qiao, 2013, 1310.3003.

Regularization after retention in ultrahigh dimensional linear regression models

Xingye Qiao, Haolei Weng, Yang Feng, 2013, 1311.5625.

Flexible High-Dimensional Classication Machines

Xingye Qiao, Lingsong Zhang, Xingye Qiao, 2015 .

Rates of Convergence for Large-scale Nearest Neighbor Classification

Guang Cheng, Xingye Qiao, Jiexin Duan, 2019, NeurIPS.

Adaptive Weighted Learning for Unbalanced Multicategory Classification

Yufeng Liu, Xingye Qiao, Yufeng Liu, 2009, Biometrics.

Distributed Nearest Neighbor Classification.

Guang Cheng, Xingye Qiao, Jiexin Duan, 2018, 1812.05005.

Variable selection using Lq penalties

Xingye Qiao, Xingye Qiao, 2014 .