Characterization and Learning of Causal Graphs with Latent Variables from Soft Interventions

Murat Kocaoglu, Amin Jaber, Karthikeyan Shanmugam, Elias Bareinboim. Characterization and Learning of Causal Graphs with Latent Variables from Soft Interventions. In Hanna M. Wallach, Hugo Larochelle, Alina Beygelzimer, Florence d'Alché-Buc, Edward A. Fox, Roman Garnett, editors, Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, 8-14 December 2019, Vancouver, BC, Canada. pages 14346-14356, 2019. [doi]

Abstract

Abstract is missing.