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…
cs.CE2023★ 18 cited
Universal and Automatic Elbow Detection for Learning the Effective Number of Components in Model Selection Problems
E. Morgado, L. Martino, R. San Millan-Castillo
We design a Universal Automatic Elbow Detector (UAED) for deciding the effective number of components in model selection problems. The relationship with the information criteria wi…