Proceedings of Machine Learning Research

Volume 185: The KDD'22 Workshop on Causal Discovery, 15 August 2022, Washington DC, USA

Editors: Thuc Duy Le, Lin Liu, Emre Kıcıman, Sofia Triantafyllou, Huan Liu

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Preface: The 2022 ACM SIGKDD Workshop on Causal Discovery

Thuc Duy Le, Lin Liu, Emre Kıcıman, Sofia Triantafyllou, Huan Liu; Proceedings of The KDD'22 Workshop on Causal Discovery, PMLR 185:1-2

Causal ABMs: Learning Plausible Causal Models using Agent-based Modeling

Konstantina Valogianni, Balaji Padmanabhan; Proceedings of The KDD'22 Workshop on Causal Discovery, PMLR 185:3-29

GPU Acceleration for Information-theoretic Constraint-based Causal Discovery

Christopher Hagedorn, Constantin Lange, Johannes Huegle, Rainer Schlosser; Proceedings of The KDD'22 Workshop on Causal Discovery, PMLR 185:30-60

Regret-based Federated Causal Discovery

Osman Mian, David Kaltenpoth, Michael Kamp; Proceedings of The KDD'22 Workshop on Causal Discovery, PMLR 185:61-69