Wenxuan Zhong

According to our database1, Wenxuan Zhong authored at least 16 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

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Bibliography

2024
Unsupervised Anomaly Detection and Diagnosis in Power Electronic Networks: Informative Leverage and Multivariate Functional Clustering Approaches.
IEEE Trans. Smart Grid, 2024

2023
An Optimal Transport Approach for Selecting a Representative Subsample with Application in Efficient Kernel Density Estimation.
J. Comput. Graph. Stat., January, 2023

Subsampling in Large Graphs Using Ricci Curvature.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022
Smoothing Splines Approximation Using Hilbert Curve Basis Selection.
J. Comput. Graph. Stat., July, 2022

CONGO²: Scalable Online Anomaly Detection and Localization in Power Electronics Networks.
IEEE Internet Things J., 2022

Model-based sparse coding beyond Gaussian independent model.
Comput. Stat. Data Anal., 2022

2021
Ensemble machine learning approach for screening of coronary heart disease based on echocardiography and risk factors.
BMC Medical Informatics Decis. Mak., 2021

LowCon: A Design-based Subsampling Approach in a Misspecified Linear Model.
J. Comput. Graph. Stat., 2021

2020
Minimax Nonparametric Parallelism Test.
J. Mach. Learn. Res., 2020

A Review on Modern Computational Optimal Transport Methods with Applications in Biomedical Research.
CoRR, 2020

Sufficient dimension reduction for classification using principal optimal transport direction.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019
Large-scale optimal transport map estimation using projection pursuit.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Online Decentralized Leverage Score Sampling for Streaming Multidimensional Time Series.
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2016
Statistical inference for time course RNA-Seq data using a negative binomial mixed-effect model.
BMC Bioinform., 2016

2015
Matrix Discriminant Analysis With Application to Colorimetric Sensor Array Data.
Technometrics, 2015

2005
RSIR: regularized sliced inverse regression for motif discovery.
Bioinform., 2005


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