Pulling Up by the Causal Bootstraps: Causal Data Augmentation for
Pre-training DebiasingInternational Conference on Information and Knowledge Management (CIKM), 2021 |
Domain Adaptation as a Problem of Inference on Graphical ModelsNeural Information Processing Systems (NeurIPS), 2020 |
A Unifying Causal Framework for Analyzing Dataset Shift-stable Learning
AlgorithmsJournal of Causal Inference (JCI), 2019 |