203 citations · 2.2k across the 52 of their papers we have counts for
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stat.ME2023★ 20 cited
Spectral information criterion for automatic elbow detection
L. Martino, R. San Millan-Castillo, E. Morgado
We introduce a generalized information criterion that contains other well-known information criteria, such as Bayesian information Criterion (BIC) and Akaike information criterion…
stat.ME2022★ 25 cited
On the safe use of prior densities for Bayesian model selection
F. Llorente, L. Martino, E. Curbelo +2
The application of Bayesian inference for the purpose of model selection is very popular nowadays. In this framework, models are compared through their marginal likelihoods, or the…
stat.ME2017★ 24 cited
Metropolis Sampling
Luca Martino, Victor Elvira
Monte Carlo (MC) sampling methods are widely applied in Bayesian inference, system simulation and optimization problems. The Markov Chain Monte Carlo (MCMC) algorithms are a well-k…