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Ping Ma

Optimal Sampling Designs for Multi-dimensional Streaming Time Series with Application to Power Grid Sensor Data

Mar 14, 2023
Rui Xie, Shuyang Bai, Ping Ma

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* Accepted by The Annals of Applied Statistics

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Large-scale optimal transport map estimation using projection pursuit

Jun 09, 2021
Cheng Meng, Yuan Ke, Jingyi Zhang, Mengrui Zhang, Wenxuan Zhong, Ping Ma

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* Meng, C. "Large-scale optimal transport map estimation using projection pursuit." NeurIPS 2019 (2019); Ke, Y. "Large-scale optimal transport map estimation using projection pursuit." NeurIPS 2019 (2019)

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Sufficient dimension reduction for classification using principal optimal transport direction

Oct 21, 2020
Cheng Meng, Jun Yu, Jingyi Zhang, Ping Ma, Wenxuan Zhong

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* 18 pages, 4 figures, to be published in 34th Conference on Neural Information Processing Systems (NeurIPS 2020), add the supplementary material

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A Review on Modern Computational Optimal Transport Methods with Applications in Biomedical Research

Sep 10, 2020
Jingyi Zhang, Wenxuan Zhong, Ping Ma

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* 22 pages, 7 figures, book chapter

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Asymptotic Analysis of Sampling Estimators for Randomized Numerical Linear Algebra Algorithms

Feb 24, 2020
Ping Ma, Xinlian Zhang, Xin Xing, Jingyi Ma, Michael W. Mahoney

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* 33 pages, 13 figures

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Minimax Nonparametric Two-sample Test

Nov 08, 2019
Xin Xing, Zuofeng Shang, Pang Du, Ping Ma, Wenxuan Zhong, Jun S. Liu

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* 56 pages

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