JASA Aug 21, 2026

Fréchet Cumulative Covariance Net for Deep Nonlinear Sufficient Dimension Reduction with Random Objects

Authors
Hang Yuan Christina Dan Wang Zhou Yu
View Full Paper Download PDF
Paper Information
  • Journal:
    Journal of the American Statistical Association
  • DOI:
    10.1080/01621459.2026.2719917
  • Published:
    August 21, 2026
  • Added to Tracker:
    Aug 22, 2026
Author Details
Hang Yuan
Author
Christina Dan Wang
Author
Zhou Yu
Author
Citation Information
APA Format
Hang Yuan , Christina Dan Wang & Zhou Yu (2026) . Fréchet Cumulative Covariance Net for Deep Nonlinear Sufficient Dimension Reduction with Random Objects. Journal of the American Statistical Association , 10.1080/01621459.2026.2719917.
BibTeX Format
@article{paper1514,
  title = { Fréchet Cumulative Covariance Net for Deep Nonlinear Sufficient Dimension Reduction with Random Objects },
  author = { Hang Yuan and Christina Dan Wang and Zhou Yu },
  journal = { Journal of the American Statistical Association },
  year = { 2026 },
  doi = { 10.1080/01621459.2026.2719917 },
  url = { https://doi.org/10.1080/01621459.2026.2719917 }
}
Back to Papers