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Workshop
Causal-TGAN: Modeling Tabular Data Using Causally-Aware GAN
Bingyang Wen · Yupeng Cao · Fan Yang · Koduvayur Subbalakshmi · Rajarathnam Chandramouli
Poster
Thu 2:30 Learning Causal Models from Conditional Moment Restrictions by Importance Weighting
Masahiro Kato · Masaaki Imaizumi · Kenichiro McAlinn · Shota Yasui · Haruo Kakehi
Poster
Mon 2:30 Learning Temporally Causal Latent Processes from General Temporal Data
Weiran Yao · Yuewen Sun · Alex Ho · Changyin Sun · Kun Zhang
Workshop
Fri 7:30 Invited Talk - Rosemary Ke: From “what” to “why”: Towards causal deep learning
Nan Rosemary Ke
Spotlight
Wed 2:30 Optimal Transport for Causal Discovery
Ruibo Tu · Kun Zhang · Hedvig Kjellström · Cheng Zhang
Spotlight
Thu 2:30 Learning Causal Models from Conditional Moment Restrictions by Importance Weighting
Masahiro Kato · Masaaki Imaizumi · Kenichiro McAlinn · Shota Yasui · Haruo Kakehi
Workshop
Fri 0:00 Workshop on the Elements of Reasoning: Objects, Structure and Causality
Sungjin Ahn · Wilka Carvalho · Klaus Greff · Tong He · Thomas Kipf · Francesco Locatello · Sindy Löwe
Poster
Thu 18:30 Adversarial Robustness Through the Lens of Causality
Yonggang Zhang · Mingming Gong · Tongliang Liu · Gang Niu · Xinmei Tian · Bo Han · Bernhard Schoelkopf · Kun Zhang
Workshop
Causal Policy Ranking
Daniel McNamee · Hana Chockler
Workshop
Invariant Causal Representation Learning for Generalization in Imitation and Reinforcement Learning
Chaochao Lu · José Miguel Hernández Lobato · Bernhard Schoelkopf
Workshop
CITRIS: Causal Identifiability from Temporal Intervened Sequences
Phillip Lippe · Sara Magliacane · Sindy Löwe · Yuki Asano · Taco Cohen · Efstratios Gavves
Workshop
Factorized World Models for Learning Causal Relationships
Artem Zholus · Yaroslav Ivchenkov · Aleksandr Panov