 Sensitivity Analysis to Unobserved Confounding with Copula-based Normalizing FlowsInternational Journal of Approximate Reasoning (IJAR), 2025 |
 In-context Contrastive Learning for Event Causality IdentificationConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 |
 Deep Learning With DAGsSocial Science Research Network (SSRN), 2024 |
 Structured Neural Networks for Density Estimation and Causal InferenceNeural Information Processing Systems (NeurIPS), 2023 |
 Causal normalizing flows: from theory to practiceNeural Information Processing Systems (NeurIPS), 2023 |
 Normalizing Flows for Interventional Density EstimationInternational Conference on Machine Learning (ICML), 2022 |
 Image-based Treatment Effect HeterogeneityCLEaR (CLEaR), 2022 |
 Conceptualizing Treatment Leakage in Text-based Causal InferenceNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 |
