Search Results for author: Felix Leopoldo Rios

Found 2 papers, 1 papers with code

Scalable Structure Learning for Sparse Context-Specific Causal Systems

no code implementations12 Feb 2024 Felix Leopoldo Rios, Alex Markham, Liam Solus

Several approaches to graphically representing context-specific relations among jointly distributed categorical variables have been proposed, along with structure learning algorithms.

Graphical posterior predictive classifier: Bayesian model averaging with particle Gibbs

1 code implementation21 Jul 2017 Tatjana Pavlenko, Felix Leopoldo Rios

In this study, we present a multi-class graphical Bayesian predictive classifier that incorporates the uncertainty in the model selection into the standard Bayesian formalism.

Model Selection

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