5 citations · 11 across the 5 of their papers we have counts for
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stat.ML2021★ 4 cited
Benchpress: A Scalable and Versatile Workflow for Benchmarking Structure Learning Algorithms
Felix L. Rios, Giusi Moffa, Jack Kuipers
Describing the relationship between the variables in a study domain and modelling the data generating mechanism is a fundamental problem in many empirical sciences. Probabilistic g…
stat.ML2017
Graphical posterior predictive classifier: Bayesian model averaging with particle Gibbs
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. For…
stat.ML2015★ 1 cited
A Prior Distribution over Directed Acyclic Graphs for Sparse Bayesian Networks
Felix L. Rios, John M. Noble, Timo J. T. Koski
The main contribution of this article is a new prior distribution over directed acyclic graphs, which gives larger weight to sparse graphs. This distribution is intended for struct…