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causal estimation

8 papers

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Co-occurring keywords · papers mentioning both

causal inference (4) treatment effect (2) causal effect (2) invariant causal mechanism (1) causal prediction (1) memorisation profiling (1) nehari problem (1) signal filtering (1) environment heterogeneity (1) expected information gain (1)

Papers

Is Merging Worth It? Securely Evaluating the Information Gain for Causal Dataset Acquisition AISTATS 2025 Causal Estimation of Memorisation Profiles ACL 2024 Optimization-based Causal Estimation from Heterogeneous Environments JMLR 2024 Anticipating Performativity by Predicting from Predictions NeurIPS 2022 How and Why to Use Experimental Data to Evaluate Methods for Observational Causal Inference ICML 2021 Regret-Optimal Filtering AISTATS 2021 A Calculus for Stochastic Interventions:Causal Effect Identification and Surrogate Experiments AAAI 2020 Robust Causal Estimation in the Large-Sample Limit without Strict Faithfulness AISTATS 2017