conftrace_

graphical causal model

7 papers

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Co-occurring keywords · papers mentioning both

causal inference (4) graphical model (2) score-based search (1) id algorithm (1) heterogeneous-indexed data (1) stochastic trend (1) causal attribution (1) vector autoregression (1) covariate adjustment (1) aggregation function (1)

Papers

Composite Graphical Causal Models for Inference on Heterogeneous-Indexed Data CLeaR 2026 A General Identification Algorithm For Data Fusion Problems Under Systematic Selection UAI 2024 DoWhy-GCM: An Extension of DoWhy for Causal Inference in Graphical Causal Models JMLR 2024 The Proximal ID Algorithm JMLR 2023 Why did the distribution change? AISTATS 2021 Finding Minimal d-separators in Linear Time and Applications UAI 2019 Learning the Structure of a Nonstationary Vector Autoregression AISTATS 2019