A Critical Look at the Consistency of Causal Estimation with Deep Latent Variable Models

Severi Rissanen, Pekka Marttinen

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Original languageEnglish
Title of host publication35th Conference on Neural Information Processing Systems (NeurIPS 2021), Sydney, Australia
PublisherNeural Information Processing Systems Foundation
Publication statusAccepted/In press - 2021
MoE publication typeA4 Article in a conference publication
EventConference on Neural Information Processing Systems - Virtual, Online
Duration: 6 Dec 202114 Dec 2021
Conference number: 35
https://neurips.cc

Publication series

NameAdvances in Neural Information Processing Systems
PublisherNeural Information Processing Systems Foundation
ISSN (Electronic)1049-5258

Conference

ConferenceConference on Neural Information Processing Systems
Abbreviated titleNeurIPS
CityVirtual, Online
Period06/12/202114/12/2021
Internet address

Keywords

  • causal infernce
  • consistency
  • deep latent variable model
  • variational autoencoder
  • cevae

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