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Deep Learning for Causality
Stefan Bauer
Mon Jul 18 07:00 AM -- 07:40 AM (PDT) @
Author Information
Stefan Bauer (KTH Stockholm)
More from the Same Authors
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2021 : Representation Learning for Out-of-distribution Generalization in Downstream Tasks »
Frederik Träuble · Andrea Dittadi · Manuel Wuthrich · Felix Widmaier · Peter V Gehler · Ole Winther · Francesco Locatello · Olivier Bachem · Bernhard Schölkopf · Stefan Bauer -
2021 : Representation Learning for Out-of-distribution Generalization in Downstream Tasks »
Frederik Träuble · Andrea Dittadi · Manuel Wüthrich · Felix Widmaier · Peter Gehler · Ole Winther · Francesco Locatello · Olivier Bachem · Bernhard Schölkopf · Stefan Bauer -
2022 : Latent Variable Models for Bayesian Causal Discovery »
Jithendaraa Subramanian · Jithendaraa Subramanian · Yashas Annadani · Ivaxi Sheth · Stefan Bauer · Derek Nowrouzezahrai · Samira Ebrahimi Kahou -
2022 : On the Generalization and Adaption Performance of Causal Models »
Nino Scherrer · Anirudh Goyal · Stefan Bauer · Yoshua Bengio · Rosemary Nan Ke -
2022 Poster: Adaptive Gaussian Process Change Point Detection »
Edoardo Caldarelli · Philippe Wenk · Stefan Bauer · Andreas Krause -
2022 Spotlight: Adaptive Gaussian Process Change Point Detection »
Edoardo Caldarelli · Philippe Wenk · Stefan Bauer · Andreas Krause -
2022 : Q&A »
Nan Rosemary Ke · Stefan Bauer -
2022 Tutorial: Causality and Deep Learning: Synergies, Challenges and the Future »
Nan Rosemary Ke · Stefan Bauer -
2021 Poster: Function Contrastive Learning of Transferable Meta-Representations »
Muhammad Waleed Gondal · Shruti Joshi · Nasim Rahaman · Stefan Bauer · Manuel Wuthrich · Bernhard Schölkopf -
2021 Spotlight: Function Contrastive Learning of Transferable Meta-Representations »
Muhammad Waleed Gondal · Shruti Joshi · Nasim Rahaman · Stefan Bauer · Manuel Wuthrich · Bernhard Schölkopf -
2020 Workshop: Inductive Biases, Invariances and Generalization in Reinforcement Learning »
Anirudh Goyal · Rosemary Nan Ke · Jane Wang · Stefan Bauer · Theophane Weber · Fabio Viola · Bernhard Schölkopf · Stefan Bauer