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