Cheng Meng

Work

Renmin University of China
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Assistant Professor

China

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Education

University of Georgia
United States of America

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Ph.D.

Tsinghua University
China

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Bachelor

Publications

Scalable Model-Free Feature Screening via Sliced-Wasserstein Dependency

Published by

Journal of Computational and Graphical Statistics

Summary

journal-article

Efficient Approximation of Gromov-Wasserstein Distance Using Importance Sparsification

Published by

Journal of Computational and Graphical Statistics

Summary

journal-article

An Optimal Transport Approach for Selecting a Representative Subsample with Application in Efficient Kernel Density Estimation

Published by

Journal of Computational and Graphical Statistics

Summary

journal-article

Scalable Model-Free Feature Screening via Sliced-Wasserstein Dependency

Published by

Journal of Computational and Graphical Statistics

Summary

journal-article

An Optimal Transport Approach for Selecting a Representative Subsample with Application in Efficient Kernel Density Estimation

Published by

Journal of Computational and Graphical Statistics

Summary

journal-article

Efficient Approximation of Gromov-Wasserstein Distance Using Importance Sparsification

Published by

Journal of Computational and Graphical Statistics

Summary

journal-article

Projection-based techniques for high-dimensional optimal transport problems

Published by

Wiley Interdisciplinary Reviews: Computational Statistics

Summary

journal-article

Projection-based techniques for high-dimensional optimal transport problems

Published by

Wiley Interdisciplinary Reviews: Computational Statistics

Summary

journal-article

Efficient Approximation of Gromov-Wasserstein Distance Using Importance Sparsification

Published by

arXiv

Summary

other

Efficient Approximation of Gromov-Wasserstein Distance Using Importance Sparsification

Published by

arXiv

Summary

other

Hilbert Curve Projection Distance for Distribution Comparison

Published by

arXiv

Summary

other

Hilbert Curve Projection Distance for Distribution Comparison

Published by

arXiv

Summary

other

Smoothing Splines Approximation Using Hilbert Curve Basis Selection

Published by

Journal of Computational and Graphical Statistics

Summary

journal-article

Core-Elements for Classical Linear Regression

Published by

arXiv

Summary

other

Smoothing Splines Approximation Using Hilbert Curve Basis Selection

Published by

Journal of Computational and Graphical Statistics

Summary

journal-article

An optimal transport approach for selecting a representative subsample with application in efficient kernel density estimation

Published by

arXiv

Summary

other

An optimal transport approach for selecting a representative subsample with application in efficient kernel density estimation

Published by

arXiv

Summary

other

An optimal transport approach for selecting a representative subsample with application in efficient kernel density estimation

Published by

arXiv

Summary

other

Core-Elements for Classical Linear Regression

Published by

arXiv

Summary

other

Smoothing Splines Approximation Using Hilbert Curve Basis Selection

Published by

Journal of Computational and Graphical Statistics

Summary

journal-article

Efficient Approximation of Gromov-Wasserstein Distance Using Importance Sparsification

Published by

arXiv

Summary

other

Smoothing splines approximation using Hilbert curve basis selection

Published by

arXiv

Summary

other

Modern subsampling methods for large-scale least squares regression

Published by

arXiv

Summary

other

Smoothing splines approximation using Hilbert curve basis selection

Published by

arXiv

Summary

other

High resolution 3D terrestrial LiDAR for cotton plant main stalk and node detection

Published by

Computers and Electronics in Agriculture

Summary

journal-article

High resolution 3D terrestrial LiDAR for cotton plant main stalk and node detection

Published by

Computers and Electronics in Agriculture

Summary

journal-article

Large-scale optimal transport map estimation using projection pursuit

Published by

arXiv

Summary

other

Large-scale optimal transport map estimation using projection pursuit

Published by

arXiv

Summary

other

LowCon: A Design-based Subsampling Approach in a Misspecified Linear Model

Published by

Journal of Computational and Graphical Statistics

Summary

journal-article

LowCon: A Design-based Subsampling Approach in a Misspecified Linear Model

Published by

Journal of Computational and Graphical Statistics

Summary

journal-article

Modern subsampling methods for large-scale least squares regression

Published by

arXiv

Summary

other

LowCon: A design-based subsampling approach in a misspecified linear model

Published by

Journal of Computational and Graphical Statistics

Summary

journal-article

Sufficient dimension reduction for classification using principal optimal transport direction

Published by

Advances in Neural Information Processing Systems

Summary

journal-article

Sufficient dimension reduction for classification using principal optimal transport direction

Published by

arXiv

Summary

other

Sufficient dimension reduction for classification using principal optimal transport direction

Published by

Advances in Neural Information Processing Systems

Summary

conference-paper

Sufficient dimension reduction for classification using principal optimal transport direction

Published by

arXiv

Summary

other

Large-scale optimal transport map estimation using projection pursuit

Published by

Advances in Neural Information Processing Systems

Summary

journal-article

Sufficient dimension reduction for classification using principal optimal transport direction

Published by

Advances in Neural Information Processing Systems

Summary

conference-paper

Modern Subsampling Methods for Large-Scale Least Squares Regression

Published by

International Journal of Cyber-Physical Systems (IJCPS)

Summary

journal-article

More efficient approximation of smoothing splines via space-filling basis selection

Published by

Biometrika

Summary

journal-article

More efficient approximation of smoothing splines via space-filling basis selection

Published by

arXiv

Summary

other

More efficient approximation of smoothing splines via space-filling basis selection

Published by

Biometrika

Summary

journal-article

More efficient approximation of smoothing splines via space-filling basis selection

Published by

arXiv

Summary

other

More efficient approximation of smoothing splines via space-filling basis selection

Published by

Biometrika

Summary

journal-article

Automated plant node detection using terrestrial LiDAR data under field conditions

Published by

2019 ASABE Annual International Meeting

Summary

conference-paper

Automated plant node detection using terrestrial LiDAR data under field conditions

Published by

2019 ASABE Annual International Meeting

Summary

conference-paper

Large-scale optimal transport map estimation using projection pursuit

Published by

Advances in Neural Information Processing Systems

Summary

conference-paper

Automated plant node detection using terrestrial LiDAR data under field conditions

Published by

2019 ASABE Annual International Meeting

Summary

conference-paper

Large-scale optimal transport map estimation using projection pursuit

Published by

Advances in Neural Information Processing Systems

Summary

conference-paper

Effective statistical methods for big data analytics

Published by

Handbook of Research on Applied Cybernetics and Systems Science

Summary

book-chapter

Cheng Meng