Amortized Causal Discovery: Learning to Infer Causal Graphs from Time-Series Data

Sindy Löwe, David Madras, Richard Z. Shilling, Max Welling. Amortized Causal Discovery: Learning to Infer Causal Graphs from Time-Series Data. In Bernhard Schölkopf, Caroline Uhler, Kun Zhang 0001, editors, 1st Conference on Causal Learning and Reasoning, CLeaR 2022, Sequoia Conference Center, Eureka, CA, USA, 11-13 April, 2022. Volume 177 of Proceedings of Machine Learning Research, pages 509-525, PMLR, 2022. [doi]

Abstract

Abstract is missing.