conftrace_

causal mechanism

34 papers

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Co-occurring keywords · papers mentioning both

causal inference (12) domain generalization (6) causal discovery (5) structural causal model (4) domain adaptation (4) transfer learning (4) domain shift (3) invariant representation (3) conditional independence (3) treatment effect (2)

Papers

Domain Adaptation with Invariant Representation Learning: What Transformations to Learn? NeurIPS 2021 Learning Generalized Gumbel-max Causal Mechanisms NeurIPS 2021 A Meta-Transfer Objective for Learning to Disentangle Causal Mechanisms ICLR 2020 Counterfactual Data Augmentation using Locally Factored Dynamics NeurIPS 2020 Semi-supervised learning, causality, and the conditional cluster assumption UAI 2020 Robustly Disentangled Causal Mechanisms: Validating Deep Representations for Interventional Robustness ICML 2019 Instance-Specific Bayesian Network Structure Learning PGM 2018 Learning Independent Causal Mechanisms ICML 2018 Graphical Models for Inference with Missing Data NeurIPS 2013