Volume 92: Proceedings of 2018 ACM SIGKDD Workshop on Causal Discovery, 20 August 2018, London, UK


Editors: Thuc Duy Le, Kun Zhang, Emre Kıcıman, Aapo Hyvärinen, Lin Liu


Preface: The 2018 ACM SIGKDD Workshop on Causal Discovery

Thuc Duy Le,  Kun Zhang,  Emre Kıcıman,  Aapo Hyvärinen,  Lin Liu ; PMLR 92:1-3

Automated Identification of Causal Moderators in Time-Series Data

Min Zheng,  Jan Claassen,  Samantha Kleinberg ; PMLR 92:4-22

Causal Structure Learning from Multivariate Time Series in Settings with Unmeasured Confounding

Daniel Malinsky,  Peter Spirtes ; PMLR 92:23-47

Evaluation of Causal Structure Learning Methods on Mixed Data Types

Vineet K. Raghu,  Allen Poon,  Panayiotis V. Benos ; PMLR 92:48-65

Causal Relationship Prediction with Continuous Additive Noise Models

Mandar Chaudhary,  Nagiza F. Samatova ; PMLR 92:66-81

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