3 papers
cs.AI2024
Informed deep hierarchical classification: a non-standard analysis inspired approach
Lorenzo Fiaschi, Marco Cococcioni
This work proposes a novel approach to the deep hierarchical classification task, i.e., the problem of classifying data according to multiple labels organized in a rigid parent-chi…
math.OC2021
A Non-Archimedean Interior Point Method for Solving Lexicographic Multi-Objective Quadratic Programming Problems
Lorenzo Fiaschi, Marco Cococcioni
This work presents a generalized implementation of the infeasible primal-dual Interior Point Method (IPM) achieved by the use of non-Archimedean values, i.e., infinite and infinite…
cs.GT2018
Numerical Asymptotic Results in Game Theory Using Sergeyev's Infinity Computing
Lorenzo Fiaschi, Marco Cococcioni
Prisoner's Dilemma (PD) is a widely studied game that plays an important role in Game Theory. This paper aims at extending PD Tournaments to the case of infinite, finite or infinit…