Sourabh Balgi

According to our database, Sourabh Balgi authored at least 10 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Sensitivity analysis to unobserved confounding with copula-based normalizing flows.

Sourabh Balgi, Marc Braun, José M. Peña, Adel Daoud

Int. J. Approx. Reason., 2025

2024

Deep Learning With DAGs.

Sourabh Balgi, Adel Daoud, José M. Peña, Geoffrey T. Wodtke, Jesse Zhou

CoRR, 2024

Counterfactually-Equivalent Structural Causal Modelling Using Causal Graphical Normalizing Flows.

Sourabh Balgi, José M. Peña, Adel Daoud

Proceedings of the International Conference on Probabilistic Graphical Models, 2024

ρ-GNF: A Copula-based Sensitivity Analysis to Unobserved Confounding Using Normalizing Flows.

Sourabh Balgi, José M. Peña, Adel Daoud

Proceedings of the International Conference on Probabilistic Graphical Models, 2024

2022

Contradistinguisher: A Vapnik's Imperative to Unsupervised Domain Adaptation.

Sourabh Balgi, Ambedkar Dukkipati

IEEE Trans. Pattern Anal. Mach. Intell., 2022

ρ-GNF : A Novel Sensitivity Analysis Approach Under Unobserved Confounders.

Sourabh Balgi, José M. Peña, Adel Daoud

CoRR, 2022

Counterfactual Analysis of the Impact of the IMF Program on Child Poverty in the Global-South Region using Causal-Graphical Normalizing Flows.

Sourabh Balgi, Jose M. Peña, Adel Daoud

CoRR, 2022

Personalized Public Policy Analysis in Social Sciences Using Causal-Graphical Normalizing Flows.

Sourabh Balgi, José M. Peña, Adel Daoud

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2020

Contradistinguisher: Applying Vapnik's Philosophy to Unsupervised Domain Adaptation.

Sourabh Balgi, Ambedkar Dukkipati

CoRR, 2020

2019

CUDA: Contradistinguisher for Unsupervised Domain Adaptation.

Sourabh Balgi, Ambedkar Dukkipati

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019