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Research | Ruiyang Wu

Research

Publications

Note: ‌1 represents co-first authors

  • He, Y.1, Wu, R.1, Zhou, Y. and Feng, Y. (2023)
    DDAC-SpAM: A Distributed Algorithm for Fitting High-dimensional Sparse Additive Models with Feature Division and Decorrelation.
    Journal of the American Statistical Association [PDF]​ [arXiv]​
  • Wu, R. and Hao, N. (2022)
    Quadratic Discriminant Analysis by Projection.
    Journal of Multivariate Analysis, 190, 104987. [PDF]​ [arXiv]​; R package QDAP

Manuscripts

  • Wu, R. and Hao, N. (2023+)
    Dimension Reduction for Quadratic Discriminant Analysis via Supervised Principal Component Analysis.
    Manuscript available upon request. R package QDAPCA
  • Ouyang, W., Wu R., Hao, N. and Zhang, H. H. (2023+)
    Dynamic Supervised Principal Component Analysis for Classification.
    Submitted.

Conference Presentations

  • “Quadratic Discriminant Analysis by Projection”
    2022 ICSA China Conference, Virtual/Xi’an, China, July 2022 (Invited)
  • “Quadratic Discriminant Analysis by Projection”
    TRIPODS 2nd Southwest Summer Conference, Oracle, AZ, May 2019
  • “Quadratic Discriminant Analysis by Projection”
    ICSA 2018 Applied Statistics Symposium, New Brunswick, NJ, Jun 2018

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