Empirical Inference
Conference Paper
2023
Nonparametric Identifiability of Causal Representations from Unknown Interventions
Empirical Inference
Julius von Kügelgen
- Doctoral Researcher
Empirical Inference
Michel Besserve
Senior Research Scientist
Empirical Inference
Wendong Liang
- Doctoral Researcher
Empirical Inference
Luigi Gresele
- Doctoral Researcher
Empirical Inference
Armin Kekic
- Doctoral Researcher
Empirical Inference
Bernhard Schölkopf
- Director
| Author(s): | von Kügelgen, J. and Besserve, M. and Liang, W. and Gresele, L. and Kekić, A. and Bareinboim, E. and Blei, D. and Schölkopf, B. |
| Book Title: | Advances in Neural Information Processing Systems 36 (NeurIPS 2023) |
| Volume: | 36 |
| Pages: | 48603--48638 |
| Year: | 2023 |
| Month: | December |
| Editors: | A. Oh and T. Neumann and A. Globerson and K. Saenko and M. Hardt and S. Levine |
| Publisher: | Curran Associates, Inc. |
| Bibtex Type: | Conference Paper (conference) |
| Event Name: | 37th Annual Conference on Neural Information Processing Systems |
| Event Place: | New Orleans, USA |
| State: | Published |
| URL: | https://proceedings.neurips.cc/paper_files/paper/2023/file/97fe251c25b6f99a2a23b330a75b11d4-Paper-Conference.pdf |
| Electronic Archiving: | grant_archive |
| Supplement: | https://papers.nips.cc/paper_files/paper/2023/file/97fe251c25b6f99a2a23b330a75b11d4-Supplemental-Conference.pdf |
BibTex
@conference{Kugelgenetal23,
title = {Nonparametric Identifiability of Causal Representations from Unknown Interventions},
booktitle = {Advances in Neural Information Processing Systems 36 (NeurIPS 2023)},
volume = {36},
pages = {48603--48638},
editors = {A. Oh and T. Neumann and A. Globerson and K. Saenko and M. Hardt and S. Levine},
publisher = {Curran Associates, Inc.},
month = dec,
year = {2023},
slug = {kugelgenetal23},
author = {von K{\"u}gelgen, J. and Besserve, M. and Liang, W. and Gresele, L. and Keki{\'c}, A. and Bareinboim, E. and Blei, D. and Sch{\"o}lkopf, B.},
url = {https://proceedings.neurips.cc/paper_files/paper/2023/file/97fe251c25b6f99a2a23b330a75b11d4-Paper-Conference.pdf},
month_numeric = {12}
}