Empirical Inference
Autonomous Learning
Robust Machine Learning
Conference Paper
2022
Embrace the Gap: VAEs Perform Independent Mechanism Analysis
Empirical Inference
Luigi Gresele
- Doctoral Researcher
Empirical Inference
Julius von Kügelgen
- Doctoral Researcher
Empirical Inference
Dominik Zietlow
- Guest Scientist
Empirical Inference
Bernhard Schölkopf
- Director
Empirical Inference, Autonomous Learning
Georg Martius
Senior Research Scientist
Empirical Inference
Michel Besserve
Senior Research Scientist
| 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. |
| Bibtex Type: | Conference Paper (conference) |
| Event Name: | 36th Annual Conference on Neural Information Processing Systems |
| Event Place: | New Orleans Convention Center |
| State: | Published |
| URL: | https://proceedings.neurips.cc/paper_files/paper/2022/hash/4eb91efe090f72f7cf42c69aab03fe85-Abstract-Conference.html |
| Electronic Archiving: | grant_archive |
| Note: | *equal first authorship |
| Links: | |
BibTex
@conference{Reizingeretal22,
title = {Embrace the Gap: VAEs Perform Independent Mechanism Analysis},
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},
slug = {reizingeretal22},
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.},
url = {https://proceedings.neurips.cc/paper_files/paper/2022/hash/4eb91efe090f72f7cf42c69aab03fe85-Abstract-Conference.html},
month_numeric = {12}
}