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conftrace_

counterfactual inference

57 papers

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Also known as

CI

Co-occurring keywords · papers mentioning both

causal inference (33) structural causal model (13) counterfactual reasoning (9) representation learning (6) domain adaptation (5) individual treatment effect (4) normalizing flow (4) variational inference (4) treatment effect estimation (3) spurious correlation (3)

Papers

Deep Structural Causal Models for Tractable Counterfactual Inference NeurIPS 2020 Estimating counterfactual treatment outcomes over time through adversarially balanced representations ICLR 2020 Integrating Markov processes with structural causal modeling enables counterfactual inference in complex systems NeurIPS 2019 Minimum Intervention Cover of a Causal Graph AAAI 2019 Representation Learning for Treatment Effect Estimation from Observational Data NeurIPS 2018 Unbiased Learning-to-Rank with Biased Feedback IJCAI 2018 Learning Representations for Counterfactual Inference ICML 2016