Intelligent Systems

Embrace the Gap: VAEs Perform Independent Mechanism Analysis

2022

Conference Paper

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ei

robustml


Author(s): Reizinger*, P. and Gresele*, L. and Brady*, J. and von Kügelgen, J. and Zietlow, D. and Schölkopf, B. and Martius, G. and Brendel, W. and Besserve, M.
Book Title: Advances in Neural Information Processing Systems (NeurIPS 2022)
Volume: 35
Pages: 12040--12057
Year: 2022
Month: December
Editors: S. Koyejo and S. Mohamed and A. Agarwal and D. Belgrave and K. Cho and A. Oh
Publisher: Curran Associates, Inc.

Department(s): Autonomous Learning, Empirical Inference, Robust Machine Learning
Bibtex Type: Conference Paper (conference)

Event Name: 36th Annual Conference on Neural Information Processing Systems
Event Place: New Orleans Convention Center

Note: *equal first authorship
State: Published
URL: https://proceedings.neurips.cc/paper_files/paper/2022/hash/4eb91efe090f72f7cf42c69aab03fe85-Abstract-Conference.html

Links: Arxiv
PDF

BibTex

@conference{Reizingeretal22,
  title = {Embrace the Gap: VAEs Perform Independent Mechanism Analysis},
  author = {Reizinger*, P. and Gresele*, L. and Brady*, J. and von K{\"u}gelgen, J. and Zietlow, D. and Sch{\"o}lkopf, B. and Martius, G. and Brendel, W. and Besserve, M.},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS 2022)},
  volume = {35},
  pages = {12040--12057},
  editors = {S. Koyejo and S. Mohamed and A. Agarwal and D. Belgrave and K. Cho and A. Oh},
  publisher = {Curran Associates, Inc.},
  month = dec,
  year = {2022},
  note = {*equal first authorship},
  doi = {},
  url = {https://proceedings.neurips.cc/paper_files/paper/2022/hash/4eb91efe090f72f7cf42c69aab03fe85-Abstract-Conference.html},
  month_numeric = {12}
}