Sourabh Balgi
PhD student
Publications
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
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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
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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
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
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