Sourabh Balgi

Publications

2024

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

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

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

2019

Sourabh Balgi, Ambedkar Dukkipati (2019) CUDA: Contradistinguisher for Unsupervised Domain Adaptation 2019 IEEE International Conference on Data Mining (ICDM), p. 21-30 Continue to DOI