conftrace_

causal network

10 papers

Explore in graph

Co-occurring keywords

causal discovery (460) causal inference (1630) markov blanket (31) directed acyclic graph (245) causal effect (107) conditional independence (113) causal structure (88) federated causal discovery (1) markov equivalence class (37) local search (98)

Papers

Learning the Causal Structure of Networked Dynamical Systems under Latent Nodes and Structured Noise AAAI 2024
Information-Theoretic Causal Discovery and Intervention Detection over Multiple Environments AAAI 2023
Nothing but Regrets — Privacy-Preserving Federated Causal Discovery AISTATS 2023
Local Causal Network Learning for Finding Pairs of Total and Direct Effects JMLR 2020
Learning Causal Networks via Additive Faithfulness JMLR 2020
A Causal Framework for Discovering and Removing Direct and Indirect Discrimination IJCAI 2017
Learning Causal Graphs with Small Interventions NIPS 2015
Local Causal Discovery of Direct Causes and Effects NIPS 2015
Active Learning of Causal Networks with Intervention Experiments and Optimal Designs JMLR 2008
Finding Latent Causes in Causal Networks: an Efficient Approach Based on Markov Blankets NIPS 2008