3 papers
cs.LG2019
Feature Selection via Mutual Information: New Theoretical Insights
Mario Beraha, Alberto Maria Metelli, Matteo Papini +2
Mutual information has been successfully adopted in filter feature-selection methods to assess both the relevancy of a subset of features in predicting the target variable and the…
cs.LG2017
Cost-Sensitive Approach to Batch Size Adaptation for Gradient Descent
Matteo Pirotta, Marcello Restelli
In this paper, we propose a novel approach to automatically determine the batch size in stochastic gradient descent methods. The choice of the batch size induces a trade-off betwee…
cs.GT2013
Efficient evolutionary dynamics with extensive-form games
Nicola Gatti, Fabio Panozzo, Marcello Restelli
Evolutionary game theory combines game theory and dynamical systems and is customarily adopted to describe evolutionary dynamics in multi-agent systems. In particular, it has been…