conftrace_

hidden confounder

10 papers

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Co-occurring keywords

causal inference (1630) causal discovery (460) treatment effect estimation (72) latent variable (541) time series (435) independent component analysis (116) identifiability analysis (1) causal graph (140) markov blanket (31) causal bandit (16)

Papers

DCILP: A Distributed Approach for Large-Scale Causal Structure Learning AAAI 2025
Identifiability Analysis of Linear ODE Systems with Hidden Confounders NIPS 2024
CausalPC: Improving the Robustness of Point Cloud Classification by Causal Effect Identification CVPR 2024
Confounded Budgeted Causal Bandits CLEAR 2024
Partial identification of dose responses with hidden confounders UAI 2023
Estimating Treatment Effects from Irregular Time Series Observations with Hidden Confounders AAAI 2023
Causal Discovery with Hidden Confounders using the Algorithmic Markov Condition UAI 2023
Time Series Deconfounder: Estimating Treatment Effects over Time in the Presence of Hidden Confounders ICML 2020
Likelihood-Free Overcomplete ICA and Applications In Causal Discovery NIPS 2019
Detecting non-causal artifacts in multivariate linear regression models ICML 2018