7 citations · 7 across the 2 of their papers we have counts for
2 papers
math.ST2017
Multiple Equivalent Solutions for the Lasso
Yannis Pantazis, Vincenzo Lagani, Paulos Charonyktakis +1
Feature selection is an important problem studied in data analytics seeking to identify a minimal-size feature subset that is optimally predictive for an outcome of interest. It is…
stat.ML2016★ 7 cited
Feature Selection with the R Package MXM: Discovering Statistically-Equivalent Feature Subsets
Vincenzo Lagani, Giorgos Athineou, Alessio Farcomeni +2
The statistically equivalent signature (SES) algorithm is a method for feature selection inspired by the principles of constrained-based learning of Bayesian Networks. Most of the…