116 citations · 202 across the 9 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.LG2012★ 46 cited
On Local Optima in Learning Bayesian Networks
Jens D. Nielsen, Tomas Kocka, Jose M. Pena
This paper proposes and evaluates the k-greedy equivalence search algorithm (KES) for learning Bayesian networks (BNs) from complete data. The main characteristic of KES is that it…