Sourabh Balgi

13 papers A* 2Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Sensitivity Analysis to Unobserved Confounding with Copula-based Normalizing Flows.
CoRR
Sourabh Balgi, Marc Braun, José M. Peña, Adel Daoud
2025 J jnl
Sensitivity analysis to unobserved confounding with copula-based normalizing flows.
Int. J. Approx. Reason.
Sourabh Balgi, Marc Braun, José M. Peña, Adel Daoud
2024 — conf
Counterfactually-Equivalent Structural Causal Modelling Using Causal Graphical Normalizing Flows.
PGM
Sourabh Balgi, José M. Peña, Adel Daoud
2024 J jnl
Deep Learning With DAGs.
CoRR
Sourabh Balgi, Adel Daoud, José M. Peña, Geoffrey T. Wodtke, Jesse Zhou
2024 — conf
ρ-GNF: A Copula-based Sensitivity Analysis to Unobserved Confounding Using Normalizing Flows.
PGM
Sourabh Balgi, José M. Peña, Adel Daoud
2022 J jnl
Contradistinguisher: A Vapnik's Imperative to Unsupervised Domain Adaptation.
IEEE Trans. Pattern Anal. Mach. Intell.
Sourabh Balgi, Ambedkar Dukkipati
2022 J jnl
Counterfactual Analysis of the Impact of the IMF Program on Child Poverty in the Global-South Region using Causal-Graphical Normalizing Flows.
CoRR
Sourabh Balgi, Jose M. Peña, Adel Daoud
2022 A* conf
Personalized Public Policy Analysis in Social Sciences Using Causal-Graphical Normalizing Flows.
AAAI
Sourabh Balgi, José M. Peña, Adel Daoud
2022 J jnl
Personalized Public Policy Analysis in Social Sciences using Causal-Graphical Normalizing Flows.
CoRR
Sourabh Balgi, Jose M. Peña, Adel Daoud
2022 J jnl
ρ-GNF : A Novel Sensitivity Analysis Approach Under Unobserved Confounders.
CoRR
Sourabh Balgi, José M. Peña, Adel Daoud
2020 J jnl
Contradistinguisher: Applying Vapnik's Philosophy to Unsupervised Domain Adaptation.
CoRR
Sourabh Balgi, Ambedkar Dukkipati
2019 A* conf
CUDA: Contradistinguisher for Unsupervised Domain Adaptation.
ICDM
Sourabh Balgi, Ambedkar Dukkipati
2019 J jnl
CUDA: Contradistinguisher for Unsupervised Domain Adaptation.
CoRR
Sourabh Balgi, Ambedkar Dukkipati