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Oral
Tue Dec 10 10:05 AM -- 10:20 AM (PST) @ West Ballroom A + B
Kernel Instrumental Variable Regression
In Track 3 Session 1
Rahul Singh · Maneesh Sahani · Arthur Gretton
[ Paper]  [ Slides] 
Spotlight
Tue Dec 10 10:20 AM -- 10:25 AM (PST) @ West Ballroom A + B
Machine Learning Estimation of Heterogeneous Treatment Effects with Instruments
In Track 3 Session 1
Vasilis Syrgkanis · Victor Lei · Miruna Oprescu · Maggie Hei · Keith Battocchi · Greg Lewis
[ Paper]  [ Slides]  [ Slides] 
Spotlight
Tue Dec 10 10:25 AM -- 10:30 AM (PST) @ West Ballroom A + B
Identification of Conditional Causal Effects under Markov Equivalence
In Track 3 Session 1
Amin Jaber · Jiji Zhang · Elias Bareinboim
Spotlight
Tue Dec 10 10:30 AM -- 10:35 AM (PST) @ West Ballroom A + B
Likelihood-Free Overcomplete ICA and Applications In Causal Discovery
In Track 3 Session 1
Chenwei DING · Mingming Gong · Kun Zhang · Dacheng Tao
[ Paper]  [ Poster]  [ Slides] 
Spotlight
Tue Dec 10 10:35 AM -- 10:40 AM (PST) @ West Ballroom A + B
Perceiving the arrow of time in autoregressive motion
In Track 3 Session 1
Kristof Meding · Dominik Janzing · Bernhard Schölkopf · Felix A. Wichmann
[ Paper]  [ Poster]  [ Slides] 
Spotlight
Tue Dec 10 10:40 AM -- 10:45 AM (PST) @ West Ballroom A + B
Conditional Independence Testing using Generative Adversarial Networks
In Track 3 Session 1
Alexis Bellot · Mihaela van der Schaar
[ Paper]  [ Poster]  [ Slides]