3 citations · 9 across the 8 of their papers we have counts for
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cs.LG2022
Personalized Public Policy Analysis in Social Sciences using Causal-Graphical Normalizing Flows
Sourabh Balgi, Jose M. Pena, Adel Daoud
Structural Equation/Causal Models (SEMs/SCMs) are widely used in epidemiology and social sciences to identify and analyze the average causal effect (ACE) and conditional ACE (CACE)…
cs.LG2020
Contradistinguisher: A Vapnik's Imperative to Unsupervised Domain Adaptation
Sourabh Balgi, Ambedkar Dukkipati
A complex combination of simultaneous supervised-unsupervised learning is believed to be the key to humans performing tasks seamlessly across multiple domains or tasks. This phenom…
cs.LG2019★ 3 cited
CUDA: Contradistinguisher for Unsupervised Domain Adaptation
Sourabh Balgi, Ambedkar Dukkipati
In this paper, we propose a simple model referred as Contradistinguisher (CTDR) for unsupervised domain adaptation whose objective is to jointly learn to contradistinguish on unlab…