Xingye Qiao

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 23

Top Topics

Nearest Neighbor Classification

Linear Discriminant

Policy Gradient

Partially Labeled Data

Top Venues

J. Mach. Learn. Res.

Publications

Zhou Wang, Xingye Qiao
Efficient Online Set-valued Classification with Bandit Feedback. CoRR (2024)
Zhou Wang, Xingye Qiao
Deep Generalized Prediction Set Classifier and Its Theoretical Guarantees. Trans. Mach. Learn. Res. 2024 (2024)
Zhou Wang, Xingye Qiao
Learning Acceptance Regions for Many Classes with Anomaly Detection. CoRR (2022)
Jiexin Duan, Xingye Qiao, Guang Cheng
Enhanced Nearest Neighbor Classification for Crowdsourcing. CoRR (2022)
Haomiao Meng, Ying-Qi Zhao, Haoda Fu, Xingye Qiao
Near-optimal Individualized Treatment Recommendations. CoRR (2020)
Zhao Ren, Sungkyu Jung, Xingye Qiao
Covariance-engaged Classification of Sets via Linear Programming. CoRR (2020)
Jiexin Duan, Xingye Qiao, Guang Cheng
Statistical Guarantees of Distributed Nearest Neighbor Classification. NeurIPS (2020)
Ching-Wei Cheng, Xingye Qiao, Guang Cheng
Mutual Transfer Learning for Massive Data. ICML (2020)
Haomiao Meng, Ying-Qi Zhao, Haoda Fu, Xingye Qiao
Near-optimal Individualized Treatment Recommendations. J. Mach. Learn. Res. 21 (2020)
Angel Beltre, Shehtab Zaman, Kenneth Chiu, Sudhakar Pamidighantam, Xingye Qiao, Madhusudhan Govindaraju
Towards Run Time Estimation of the Gaussian Chemistry Code for SEAGrid Science Gateway. CoRR (2019)
Angel Beltre, Shehtab Zaman, Kenneth Chiu, Sudhakar Pamidighantam, Xingye Qiao, Madhusudhan Govindaraju
Towards Run Time Estimation of the Gaussian Chemistry Code for SEAGrid Science Gateway. PEARC (2019)
Andrew Cohen, Lei Yu, Xingye Qiao, Xiangrong Tong
Maximum Entropy Diverse Exploration: Disentangling Maximum Entropy Reinforcement Learning. CoRR (2019)
Andrew Cohen, Xingye Qiao, Lei Yu, Elliot Way, Xiangrong Tong
Diverse Exploration via Conjugate Policies for Policy Gradient Methods. AAAI (2019)
Andrew Cohen, Xingye Qiao, Lei Yu, Elliot Way, Xiangrong Tong
Diverse Exploration via Conjugate Policies for Policy Gradient Methods. CoRR (2019)
Xingye Qiao, Jiexin Duan, Guang Cheng
Rates of Convergence for Large-scale Nearest Neighbor Classification. NeurIPS (2019)
Xingye Qiao, Jiexin Duan, Guang Cheng
Rates of Convergence for Large-scale Nearest Neighbor Classification. CoRR (2019)
Wenbo Wang, Xingye Qiao
Learning Confidence Sets using Support Vector Machines. CoRR (2018)
Wenbo Wang, Xingye Qiao
Learning Confidence Sets using Support Vector Machines. NeurIPS (2018)
Qiyi Lu, Xingye Qiao
Sparse Fisher's linear discriminant analysis for partially labeled data. Stat. Anal. Data Min. 11 (1) (2018)
Robert William Wright, Xingye Qiao, Steven Loscalzo, Lei Yu
Improving Approximate Value Iteration with Complex Returns by Bounding. AAAI (2015)
Qiyi Lu, Xingye Qiao
Significance Analysis of High-Dimensional, Low-Sample Size Partially Labeled Data. CoRR (2015)
Robert William Wright, Xingye Qiao, Lei Yu, Steven Loscalzo
CFQI: Fitted Q-Iteration with Complex Returns. AAMAS (2015)
Xingye Qiao, Lingsong Zhang
Flexible high-dimensional classification machines and their asymptotic properties. J. Mach. Learn. Res. 16 (2015)
Wei Sun, Xingye Qiao, Guang Cheng
Nearest Neighbor Classifier with Optimal Stability. CoRR (2014)
J. David Schaffer, Jin-Woo Park, Erin Barnes, Qiyi Lu, Xingye Qiao, Youping Deng, Yan Li, Walker H. Land Jr.
GRNN Ensemble Classifier for Lung Cancer Prognosis Using Only Demographic and TNM features. Complex Adaptive Systems (2012)
Walker H. Land Jr., Xinpei Ma, Erin Barnes, Xingye Qiao, John J. Heine, Timothy Masters, Jin-Woo Park
PNN/GRNN Ensemble Processor Design for Early Screening of Breast Cancer. Complex Adaptive Systems (2012)
Walker 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
Kernelized partial least squares for feature reduction and classification of gene microarray data. BMC Syst. Biol. 5 (S-3) (2011)
Walker H. Land Jr., William S. Ford, Jin-Woo Park, Ravi Mathur, Nathan Hotchkiss, John J. Heine, Steven Eschrich, Xingye Qiao, Timothy Yeatman
Partial Least Squares (PLS) Applied to Medical Bioinformatics. Complex Adaptive Systems (2011)
Dan Margolis, Walker H. Land Jr., Ronald Gottlieb, Xingye Qiao
A complex adaptive system using statistical learning theory as an inline preprocess for clinical survival analysis. Complex Adaptive Systems (2011)
Walker H. Land Jr., Xingye Qiao, Dan Margolis, Ronald Gottlieb
A new tool for survival analysis: evolutionary programming/evolutionary strategies (EP/ES) support vector regression hybrid using both censored / non-censored (event) data. Complex Adaptive Systems (2011)