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Empirical Inference Conference Paper 2020

Semi-supervised learning, causality, and the conditional cluster assumption

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Empirical Inference
Julius von Kügelgen
  • Doctoral Researcher
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Empirical Inference
Bernhard Schölkopf
  • Director
Semi supervisedlearning

Author(s): von Kügelgen, J. and Mey, A. and Loog, M. and Schölkopf, B.
Book Title: Proceedings of the 36th International Conference on Uncertainty in Artificial Intelligence (UAI)
Volume: 124
Pages: 1--10
Year: 2020
Month: August
Series: Proceedings of Machine Learning Research
Editors: Jonas Peters and David Sontag
Publisher: PMLR
Project(s):
Bibtex Type: Conference Paper (conference)
Event Place: Virtual Conference
State: Published
URL: http://proceedings.mlr.press/v124/kugelgen20a.html
Electronic Archiving: grant_archive
Note: *also at NeurIPS 2019 Workshop Do the right thing: machine learning and causal inference for improved decision making
Links:

BibTex 

@conference{KugMeyLooSch20,
  title = {Semi-supervised learning, causality, and the conditional cluster assumption},
  booktitle = {Proceedings of the 36th International Conference on Uncertainty in Artificial Intelligence (UAI) },
  volume = {124},
  pages = {1--10},
  series = {Proceedings of Machine Learning Research},
  editors = {Jonas Peters and David Sontag},
  publisher = {PMLR},
  month = aug,
  year = {2020},
  note = {*also at NeurIPS 2019 Workshop Do the right thing: machine learning and causal inference for improved decision making},
  slug = {kugmeyloosch20},
  author = {von K\"{u}gelgen, J. and Mey, A. and Loog, M. and Sch\"{o}lkopf, B.},
  url = {http://proceedings.mlr.press/v124/kugelgen20a.html},
  month_numeric = {8}
}