Sourabh Balgi

Publications

2025

Sourabh Balgi, Marc Braun, Jose M. Peña, Adel Daoud (2025) Sensitivity Analysis to Unobserved Confounding with Copula-Based Normalizing Flows International Journal of Approximate Reasoning, Vol. 187, Article 109531 (Article in journal) Continue to DOI

Sourabh Balgi, Adel Daoud, Jose M Pena, Geoffrey T. Wodtke, Jesse Zhou (2025) Deep Learning With DAGs Sociological Methods & Research (Article in journal) Continue to DOI

2024

Sourabh Balgi, Jose M. Peña, Adel Daoud (2024) ρ-GNF: A Copula-based Sensitivity Analysis to Unobserved Confounding Using Normalizing Flows 12th International Conference on Probabilistic Graphical Models, p. 20-37 (Conference paper)

Sourabh Balgi, Jose M. Peña, Adel Daoud (2024) Counterfactually-Equivalent Structural Causal Modelling Using Causal Graphical Normalizing Flows 12th International Conference on Probabilistic Graphical Models, p. 164-181 (Conference paper)

Sourabh Balgi, Adel Daoud, Jose M. Peña, Geoffrey Wodtke, Jesse Zhou (2024) Deep Learning With DAGs