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Covariance-engaged Classification of Sets via Linear Programming

Jun 26, 2020
Zhao Ren, Sungkyu Jung, Xingye Qiao

* 86 pages, 5 figures 

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Near-optimal Individualized Treatment Recommendations

Apr 06, 2020
Haomiao Meng, Ying-Qi Zhao, Haoda Fu, Xingye Qiao

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Maximum Entropy Diverse Exploration: Disentangling Maximum Entropy Reinforcement Learning

Nov 03, 2019
Andrew Cohen, Lei Yu, Xingye Qiao, Xiangrong Tong

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Rates of Convergence for Large-scale Nearest Neighbor Classification

Sep 03, 2019
Xingye Qiao, Jiexin Duan, Guang Cheng

* A camera ready version will appear in NeurIPS 2019 

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

Jun 07, 2019
Angel Beltre, Shehtab Zaman, Kenneth Chiu, Sudhakar Pamidighantam, Xingye Qiao, Madhusudhan Govindaraju

* 8 pages, 4 Figures, conference 

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Diverse Exploration via Conjugate Policies for Policy Gradient Methods

Feb 10, 2019
Andrew Cohen, Xingye Qiao, Lei Yu, Elliot Way, Xiangrong Tong

* AAAI 2019 

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Learning Confidence Sets using Support Vector Machines

Sep 28, 2018
Wenbo Wang, Xingye Qiao

* 18 pages, 10 figures 

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On Reject and Refine Options in Multicategory Classification

Jan 09, 2017
Chong Zhang, Wenbo Wang, Xingye Qiao

* A revised version of this paper was accepted for publication in the Journal of the American Statistical Association Theory and Methods Section. 52 pages, 6 figures 

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Noncrossing Ordinal Classification

Dec 21, 2015
Xingye Qiao

* 32 pages, 9 figures. Accepted for Publication in Statistics and Its Interface 

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Distance-weighted Support Vector Machine

Oct 08, 2015
Xingye Qiao, Lingsong Zhang

* Statistics and Its Interface, 8, 3, pp. 331-345 (2015) 
* 31 pages, 5 figures 

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

Sep 21, 2015
Qiyi Lu, Xingye Qiao

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Sparse Fisher's Linear Discriminant Analysis for Partially Labeled Data

Sep 17, 2015
Qiyi Lu, Xingye Qiao

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Stabilized Nearest Neighbor Classifier and Its Statistical Properties

Aug 30, 2015
Wei Sun, Xingye Qiao, Guang Cheng

* 48 Pages, 11 Figures. To Appear in JASA--T&M 

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A Statistical Approach to Set Classification by Feature Selection with Applications to Classification of Histopathology Images

Feb 19, 2014
Sungkyu Jung, Xingye Qiao

* 44 pages, 4 figures in the main paper 

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Flexible High-dimensional Classification Machines and Their Asymptotic Properties

Oct 11, 2013
Xingye Qiao, Lingsong Zhang

* 49 pages, 11 figures 

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