conftrace_

partial identification

33 papers

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Co-occurring keywords · papers mentioning both

causal inference (18) instrumental variable (8) average treatment effect (5) causal effect (4) sensitivity analysis (4) structural causal model (3) treatment effect (2) unobserved confounding (2) conditional average treatment effect (2) proxy variable (2)

Papers

Stochastic Causal Programming for Bounding Treatment Effects CLeaR 2023 Bayesian Inference and Partial Identification in Multi-Treatment Causal Inference with Unobserved Confounding AISTATS 2022 Partial Identification of Treatment Effects with Implicit Generative Models NeurIPS 2022 Partial Identification with Noisy Covariates: A Robust Optimization Approach CLeaR 2022 Partial Identifiability in Discrete Data with Measurement Error UAI 2021 A Class of Algorithms for General Instrumental Variable Models NeurIPS 2020 Assessing Disparate Impact of Personalized Interventions: Identifiability and Bounds NeurIPS 2019 PIDForest: Anomaly Detection via Partial Identification NeurIPS 2019