Conrado Silva Miranda

Single-Solution Hypervolume Maximization and its use for Improving Generalization of Neural Networks

2016 · arXiv (Cornell University)

This paper introduces the hypervolume maximization with a single solution as an alternative to the mean loss minimization. The relationship between the two problems is proved through bounds on the cost function when an optimal …