JASA Feb 20, 2026

Bayesian Optimization for Branching and Nested Hyperparameters in Deep Learning

Authors
Jiazhao Zhang Chung-Ching Lin Ying Hung
Research Topics
Machine Learning Computational Statistics Bayesian Statistics
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Paper Information
  • Journal:
    Journal of the American Statistical Association
  • DOI:
    10.1080/01621459.2026.2625450
  • Published:
    February 20, 2026
  • Added to Tracker:
    Feb 21, 2026
Author Details
Jiazhao Zhang
Author
Chung-Ching Lin
Author
Ying Hung
Author
Research Topics & Keywords
Machine Learning
Research Area
Computational Statistics
Research Area
Bayesian Statistics
Research Area
Citation Information
APA Format
Jiazhao Zhang , Chung-Ching Lin & Ying Hung (2026) . Bayesian Optimization for Branching and Nested Hyperparameters in Deep Learning. Journal of the American Statistical Association , 10.1080/01621459.2026.2625450.
BibTeX Format
@article{paper925,
  title = { Bayesian Optimization for Branching and Nested Hyperparameters in Deep Learning },
  author = { Jiazhao Zhang and Chung-Ching Lin and Ying Hung },
  journal = { Journal of the American Statistical Association },
  year = { 2026 },
  doi = { 10.1080/01621459.2026.2625450 },
  url = { https://doi.org/10.1080/01621459.2026.2625450 }
}
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