Integrating Markov processes with structural causal modeling enables counterfactual inference in complex systems

Robert Osazuwa Ness, Kaushal Paneri, Olga Vitek. Integrating Markov processes with structural causal modeling enables counterfactual inference in complex systems. 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 14211-14221, 2019. [doi]

Abstract

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