Sourabh Balgi

Publications

2022

Sourabh Balgi, Ambedkar Dukkipati (2022) Contradistinguisher: A Vapnik's Imperative to Unsupervised Domain Adaptation IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 44, p. 4730-4747 Continue to DOI

Sourabh Balgi, Jose M. Peña, Adel Daoud (2022) Personalized Public Policy Analysis in Social Sciences Using Causal-Graphical Normalizing Flows Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence: AAAI Special Track on AI for Social Impact, p. 11810-11818, Article 21437 Continue to DOI

Sourabh Balgi, Jose M. Peña, Adel Daoud (2022) Counterfactual Analysis of the Impact of the IMF Program on Child Povertyin the Global-South Region using Causal-Graphical Normalizing Flows

Sourabh Balgi, Jose M. Peña, Adel Daoud (2022) ρ-GNF: A Novel Sensitivity Analysis Approach Under Unobserved Confounders

2021

Jose M Pena, Sourabh Balgi, Arvid Sjölander, Erin E. Gabriel (2021) On the bias of adjusting for a non-differentially mismeasured discrete confounder Journal of Causal Inference, Vol. 9, p. 229-249 Continue to DOI