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05/31/2023
Neuro-Causal Factor Analysis
Factor analysis (FA) is a statistical tool for studying how observed var...
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03/29/2023
Queer In AI: A Case Study in Community-Led Participatory AI
We present Queer in AI as a case study for community-led participatory d...
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10/03/2022
Combinatorial and algebraic perspectives on the marginal independence structure of Bayesian networks
We consider the problem of estimating the marginal independence structur...
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03/01/2022
Causal Structure Learning with Greedy Unconditional Equivalence Search
We consider the problem of characterizing directed acyclic graph (DAG) m...
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06/07/2021
A Distance Covariance-based Kernel for Nonlinear Causal Clustering in Heterogeneous Populations
We consider the problem of causal structure learning in the setting of h...
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10/19/2019