Fotografi av Jose M Pena

Jose M Pena

Biträdande professor, Enhetschef

Docent i Datalogi

Publikationer

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, Artikel 109531 (Artikel i tidskrift) Vidare till DOI
Sourabh Balgi, Adel Daoud, Jose M Pena, Geoffrey T. Wodtke, Jesse Zhou (2025) Deep Learning With DAGs Sociological Methods & Research (Artikel i tidskrift) Vidare till DOI

2024

Jose M Pena (2024) Alternative Measures of Direct and Indirect Effects INTERNATIONAL CONFERENCE ON PROBABILISTIC GRAPHICAL MODELS (Konferensbidrag)
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, s. 20-37 (Konferensbidrag)
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, s. 164-181 (Konferensbidrag)

Om avdelningen

Kollegor vid STIMA

Om institutionen