conftrace_

latent confounder

33 papers

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Co-occurring keywords

causal inference (1630) causal discovery (460) causal effect (107) graphical model (864) latent variable (541) proxy variable (14) maximal ancestral graph (7) instrumental variable (75) causal graph (140) causal identification (37)

Papers

Causal Inference using Gaussian Processes with Structured Latent Confounders ICML 2020
High-recall causal discovery for autocorrelated time series with latent confounders NIPS 2020
Policy Evaluation with Latent Confounders via Optimal Balance NIPS 2019
Causal Calculus in the Presence of Cycles, Latent Confounders and Selection Bias UAI 2019
Object Conditioning for Causal Inference UAI 2019
Estimating Causal Effects of Tone in Online Debates IJCAI 2019
Contextual Bandits with Latent Confounders: An NMF Approach AISTATS 2017
Bayesian Estimation of Causal Direction in Acyclic Structural Equation Models with Individual-specific Confounder Variables and Non-Gaussian Distributions JMLR 2014