Learning and Sampling of Atomic Interventions from Observations

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Learning and Sampling of Atomic Interventions from Observations

11 February 2020

Arnab Bhattacharyya

N. V. Vinodchandran

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Papers citing "Learning and Sampling of Atomic Interventions from Observations"

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Title
Efficient Distance Approximation for Structured High-Dimensional Distributions via Learning Arnab Bhattacharyya Sutanu Gayen Kuldeep S. Meel N. V. Vinodchandran 39 20 0 13 Feb 2020
Identifying causal effects in maximally oriented partially directed acyclic graphs Emilija Perković CML 42 37 0 07 Oct 2019
Identifiability and Transportability in Dynamic Causal Networks Gilles Blondel Marta Arias Ricard Gavaldà CML 40 17 0 18 Oct 2016
Axiomatizing Causal Reasoning Joseph Y. Halpern LRM 120 315 0 07 Aug 2014
Causal Networks: Semantics and Expressiveness Thomas Verma Judea Pearl GNN 90 551 0 27 Mar 2013
Probabilistic Evaluation of Sequential Plans from Causal Models with Hidden Variables Judea Pearl J. M. Robins 88 199 0 20 Feb 2013