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atomic intervention

6 papers

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Co-occurring keywords · papers mentioning both

causal graph (2) causal inference (2) graph orientation (1) parent node (1) reward node (1) sublinear (1) generative intervention model (1) jointly-estimated causal model (1) mechanistic effects (1) maximal ancestral graph (1)

Papers

Causal Bandits without Graph Learning CLeaR 2025 Generative Intervention Models for Causal Perturbation Modeling ICML 2025 A causal bandit approach to learning good atomic interventions in presence of unobserved confounders UAI 2022 Almost Optimal Universal Lower Bound for Learning Causal DAGs with Atomic Interventions AISTATS 2022 Collaborative Causal Discovery with Atomic Interventions NeurIPS 2021 Learning and Sampling of Atomic Interventions from Observations ICML 2020