AOS

Meta-Learning with Generalized Ridge Regression: High-dimensional Asymptotics, Optimality and Hyper-covariance Estimation

Authors
Krishnakumar Balasubramanian Yanhao Jin Debashis Paul
Research Topics
Machine Learning High-Dimensional Statistics
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Paper Information
  • Journal:
    Annals of Statistics
  • Added to Tracker:
    Feb 25, 2026
Author Details
Krishnakumar Balasubramanian
Author
Yanhao Jin
Author
Debashis Paul
Author
Research Topics & Keywords
Machine Learning
Research Area
High-Dimensional Statistics
Research Area
Citation Information
APA Format
Krishnakumar Balasubramanian , Yanhao Jin & Debashis Paul . Meta-Learning with Generalized Ridge Regression: High-dimensional Asymptotics, Optimality and Hyper-covariance Estimation. Annals of Statistics .
BibTeX Format
@article{paper929,
  title = { Meta-Learning with Generalized Ridge Regression: High-dimensional Asymptotics, Optimality and Hyper-covariance Estimation },
  author = { Krishnakumar Balasubramanian and Yanhao Jin and Debashis Paul },
  journal = { Annals of Statistics },
  url = { https://www.e-publications.org/ims/submission/AOS/user/submissionFile/64397?confirm=915658d4 }
}
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