JASA

Optimal Multitask Linear Regression and Contextual Bandits under Sparse Heterogeneity

Authors
Xinmeng Huang Kan Xu Donghwan Lee Hamed Hassani Hamsa Bastani Edgar Dobriban
Research Topics
High-Dimensional Statistics Machine Learning
Paper Information
  • Journal:
    Journal of the American Statistical Association
  • Added to Tracker:
    Jul 16, 2025
Author Details
Xinmeng Huang
Author
Kan Xu
Author
Donghwan Lee
Author
Hamed Hassani
Author
Hamsa Bastani
Author
Edgar Dobriban
Author
Research Topics & Keywords
High-Dimensional Statistics
Research Area
Machine Learning
Research Area
Citation Information
APA Format
Xinmeng Huang , Kan Xu , Donghwan Lee , Hamed Hassani , Hamsa Bastani & Edgar Dobriban . Optimal Multitask Linear Regression and Contextual Bandits under Sparse Heterogeneity. Journal of the American Statistical Association .
BibTeX Format
@article{paper368,
  title = { Optimal Multitask Linear Regression and Contextual Bandits under Sparse Heterogeneity },
  author = { Xinmeng Huang and Kan Xu and Donghwan Lee and Hamed Hassani and Hamsa Bastani and Edgar Dobriban },
  journal = { Journal of the American Statistical Association },
  url = { https://www.tandfonline.com/doi/full/10.1080/01621459.2024.2439622 }
}
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