238 citations · 387 across the 34 of their papers we have counts for
6 papers · 1 filter
Survival and Neural Models for Private Equity Exit Prediction
Giuseppe C. Calafiore, Marisa H. Morales, Vittorio Tiozzo +2
Within the Private Equity (PE) market, the event of a private company undertaking an Initial Public Offering (IPO) is usually a very high-return one for the investors in the compan…
Sparse and Center Classifiers
Giuseppe C. Calafiore, Giulia Fracastoro
The nearest-centroid classifier is a simple linear-time classifier based on computing the centroids of the data classes in the training phase, and then assigning a new datum to the…
Nonlinear system identification in Sobolev spaces
Carlo Novara, Angelo Nicolì, Giuseppe C. Calafiore
We consider the problem of deriving from experimental data an approximation of an unknown function, whose derivatives also approximate the unknown function derivatives. Solving thi…
A Classifiers Voting Model for Exit Prediction of Privately Held Companies
Giuseppe Carlo Calafiore, Marisa Hillary Morales, Vittorio Tiozzo +1
Predicting the exit (e.g. bankrupt, acquisition, etc.) of privately held companies is a current and relevant problem for investment firms. The difficulty of the problem stems from…
Recurrent Averaging Inequalities in Multi-Agent Control and Social Dynamics Modeling
Anton V. Proskurnikov, Giuseppe Calafiore, Ming Cao
Many multi-agent control algorithms and dynamic agent-based models arising in natural and social sciences are based on the principle of iterative averaging. Each agent is associate…
A Universal Approximation Result for Difference of log-sum-exp Neural Networks
Giuseppe C. Calafiore, Stephane Gaubert, Member +1
We show that a neural network whose output is obtained as the difference of the outputs of two feedforward networks with exponential activation function in the hidden layer and log…