Filippo Portera

According to our database, Filippo Portera authored at least 8 papers between 2003 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

A Generalized Weighted Loss for SVC and MLP.

Filippo Portera

CoRR, 2023

2020

A Generalized Quadratic Loss for SVM and Deep Neural Networks.

Filippo Portera

Proceedings of the Machine Learning, Optimization, and Data Science, 2020

2005

Loss functions and structured domains for support vector machines.

Filippo Portera

PhD thesis, 2005

A preliminary empirical comparison of recursive neural networks and tree kernel methods on regression tasks for tree structured domains.

Alessio Micheli, Filippo Portera, Alessandro Sperduti

Neurocomputing, 2005

2004

Support Vector Regression with a Generalized Quadratic Loss.

Filippo Portera, Alessandro Sperduti

Proceedings of the Biological and Artificial Intelligence Environments, 2004

A preliminary experimental comparison of recursive neural networks and a tree kernel method for QSAR/QSPR regression tasks.

Alessio Micheli, Filippo Portera, Alessandro Sperduti

Proceedings of the 12th European Symposium on Artificial Neural Networks, 2004

A Generalized Quadratic Loss for Support Vector Machines.

Filippo Portera, Alessandro Sperduti

Proceedings of the 16th Eureopean Conference on Artificial Intelligence, 2004

2003

QSAR/QSPR Studies by Kernel Machines, Recursive Neural Networks and Their Integration.

Alessio Micheli, Filippo Portera, Alessandro Sperduti

Proceedings of the Neural Nets, 14th Italian Workshop on Neural Nets, 2003