conftrace_

causal graph

140 papers

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Also known as

CG

Co-occurring keywords

causal inference (1630) causal discovery (460) graphical model (864) large language model (13587) directed acyclic graph (245) causal effect (107) markov equivalence class (37) latent variable (541) conditional independence (113) structural learning (53)

Papers

Building Causal Graphs from Medical Literature and Electronic Medical Records AAAI 2019
Experimental Design for Cost-Aware Learning of Causal Graphs NIPS 2018
Structure Learning Under Missing Data PGM 2018
Direct Estimation of Differences in Causal Graphs NIPS 2018
Causal Bandits with Propagating Inference ICML 2018
A Core-Guided Approach to Learning Optimal Causal Graphs IJCAI 2017
Cost-Optimal Learning of Causal Graphs ICML 2017
Identifying Best Interventions through Online Importance Sampling ICML 2017
A Hybrid Causal Search Algorithm for Latent Variable Models PGM 2016
Learning Latent Variable Models by Pairwise Cluster Comparison: Part II - Algorithm and Evaluation JMLR 2016
BACKSHIFT: Learning causal cyclic graphs from unknown shift interventions NIPS 2015
Learning Causal Graphs with Small Interventions NIPS 2015
Causal Inference through a Witness Protection Program NIPS 2014
Randomized Experimental Design for Causal Graph Discovery NIPS 2014
Causal Graph Based Decomposition of Factored MDPs JMLR 2006