conftrace_

hidden confounder

11 papers

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Co-occurring keywords · papers mentioning both

causal inference (6) causal discovery (4) treatment effect estimation (2) latent variable (2) time series (2) independent component analysis (2) identifiability analysis (1) causal graph (1) markov blanket (1) conditional average treatment effect (1)

Papers

Conditional Average Treatment Effect Estimation Under Hidden Confounders UAI 2025 DCILP: A Distributed Approach for Large-Scale Causal Structure Learning AAAI 2025 CausalPC: Improving the Robustness of Point Cloud Classification by Causal Effect Identification CVPR 2024 Confounded Budgeted Causal Bandits CLeaR 2024 Identifiability Analysis of Linear ODE Systems with Hidden Confounders NeurIPS 2024 Causal Discovery with Hidden Confounders using the Algorithmic Markov Condition UAI 2023 Estimating Treatment Effects from Irregular Time Series Observations with Hidden Confounders AAAI 2023 Partial identification of dose responses with hidden confounders 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 NeurIPS 2019 Detecting non-causal artifacts in multivariate linear regression models ICML 2018