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Linköping University
Sourabh Balgi

Photo of Sourabh Balgi

Sourabh Balgi

PhD student

Contact

sourabh.balgi@liu.se
+4613286765
6765
0000-0002-3329-5533

Organisation

Department of Computer and Information Science (IDA)
The Division of Statistics and Machine Learning (STIMA)

Visiting address

Campus Valla, B-huset, Entrance 27, Room 2A:483

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

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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

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

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To institutional repository

Tags

Artificial Intelligence
Machine Learning (ML)
The Division of Statistics and Machine Learning (STIMA)
Department of Computer and Information Science (IDA)
Linköping University (LIU)
Employee
Sourabh Balgi (souba35)
PhD student

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Linköping University

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