JASA Feb 09, 2026

Towards Interpretable Deep Generative Models via Causal Representation Learning

Authors
Gemma Moran Bryon Aragam
Research Topics
Causal Inference
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Paper Information
  • Journal:
    Journal of the American Statistical Association
  • DOI:
    10.1080/01621459.2026.2620154
  • Published:
    February 09, 2026
  • Added to Tracker:
    Feb 11, 2026
Author Details
Gemma Moran
Author
Bryon Aragam
Author
Research Topics & Keywords
Causal Inference
Research Area
Citation Information
APA Format
Gemma Moran & Bryon Aragam (2026) . Towards Interpretable Deep Generative Models via Causal Representation Learning. Journal of the American Statistical Association , 10.1080/01621459.2026.2620154.
BibTeX Format
@article{paper890,
  title = { Towards Interpretable Deep Generative Models via Causal Representation Learning },
  author = { Gemma Moran and Bryon Aragam },
  journal = { Journal of the American Statistical Association },
  year = { 2026 },
  doi = { 10.1080/01621459.2026.2620154 },
  url = { https://doi.org/10.1080/01621459.2026.2620154 }
}
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