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Empirical Inference Conference Paper 2025

Generative Intervention Models for Causal Perturbation Modeling

arXiv
Thumb ticker sm l1170153
Empirical Inference
Bernhard Schölkopf
  • Director

Author(s): Schneider, N. and Lorch, L. and Kilbertus, N. and Schölkopf, B. and Krause, A.
Links:
Book Title: Proceedings of the 42nd International Conference on Machine Learning (ICML)
Volume: 267
Pages: 53388--53412
Year: 2025
Month: July
Series: Proceedings of Machine Learning Research
Editors: Singh, Aarti and Fazel, Maryam and Hsu, Daniel and Lacoste-Julien, Simon and Berkenkamp, Felix and Maharaj, Tegan and Wagstaff, Kiri and Zhu, Jerry
Publisher: PMLR
BibTeX Type: Conference Paper (conference)
Event Name: International Conference on Machine Learning
Event Place: Vancouver Convention Center
State: Published
URL: https://proceedings.mlr.press/v267/schneider25a.html

BibTeX 

@conference{Schneideretal25,
  title = {Generative Intervention Models for Causal Perturbation Modeling},
  booktitle = {Proceedings of the 42nd International Conference on Machine Learning (ICML)},
  volume = {267},
  pages = {53388--53412},
  series = {Proceedings of Machine Learning Research},
  editors = {Singh, Aarti and Fazel, Maryam and Hsu, Daniel and Lacoste-Julien, Simon and Berkenkamp, Felix and Maharaj, Tegan and Wagstaff, Kiri and Zhu, Jerry},
  publisher = {PMLR},
  month = jul,
  year = {2025},
  author = {Schneider, N. and Lorch, L. and Kilbertus, N. and Sch{\"o}lkopf, B. and Krause, A.},
  url = {https://proceedings.mlr.press/v267/schneider25a.html},
  month_numeric = {7}
}