Causal Inference by Identification of Vector Autoregressive Processes with Hidden Components

2015

Conference Paper

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Author(s): Geiger, P. and Zhang, K. and Schölkopf, B. and Gong, M. and Janzing, D.
Book Title: Proceedings of the 32nd International Conference on Machine Learning
Volume: 37
Pages: 1917–1925
Year: 2015

Series: JMLR Workshop and Conference Proceedings
Editors: F. Bach and D. Blei
Publisher: JMLR

Department(s): Empirical Inference
Research Project(s): Causality (Causal Inference)
Bibtex Type: Conference Paper (inproceedings)

Event Name: ICML 2015
Event Place: Lille, France
State: Published
URL: http://jmlr.org/proceedings/papers/v37/geiger15.pdf

Links: PDF

BibTex

@inproceedings{Geigeretal15,
  title = {Causal Inference by Identification of Vector Autoregressive Processes with Hidden Components},
  author = {Geiger, P. and Zhang, K. and Sch{\"o}lkopf, B. and Gong, M. and Janzing, D.},
  booktitle = {Proceedings of the 32nd International Conference on Machine Learning},
  volume = {37},
  pages = {1917–1925},
  series = {JMLR Workshop and Conference Proceedings},
  editors = {F. Bach and D. Blei},
  publisher = {JMLR},
  year = {2015},
  url = {http://jmlr.org/proceedings/papers/v37/geiger15.pdf}
}