Mauro Castelli

Learning Curves Prediction for a Transformers-Based Model

2023 · Emerging Science Journal

One of the main challenges when training or fine-tuning a machine learning model concerns the number of observations necessary to achieve satisfactory performance. While, in general, more training observations result in a better-performing model, collecting …

Full Inclusive Genetic Programming

2024

This manuscript presents an improved version of the Inclusive Genetic Programming (IGP) algorithm. The IGP was developed to promote and maintain the population's genotypic diversity and showed superior performance compared to standard Genetic Programming (GP). …