Antonio Maria Sudoso

According to our database, Antonio Maria Sudoso authored at least 13 papers between 2019 and 2025.

Collaborative distances:

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

2025

Fix and bound: an efficient approach for solving large-scale quadratic programming problems with box constraints.

Marco Locatelli, Veronica Piccialli, Antonio Maria Sudoso

Math. Program. Comput., June, 2025

Global optimization for cardinality-constrained minimum sum-of-squares clustering via semidefinite programming.

Veronica Piccialli, Antonio Maria Sudoso

Math. Program., May, 2025

Strong bounds for large-scale Minimum Sum-of-Squares Clustering.

Anna Livia Croella, Veronica Piccialli, Antonio Maria Sudoso

CoRR, February, 2025

2024

A column generation algorithm with dynamic constraint aggregation for minimum sum-of-squares clustering.

Antonio Maria Sudoso, Daniel Aloise

CoRR, 2024

An SDP-based Branch-and-Cut Algorithm for Biclustering.

Antonio Maria Sudoso

CoRR, 2024

2023

Optimization meets Machine Learning: An Exact Algorithm for Semi-Supervised Support Vector Machines.

Veronica Piccialli, Jan Schwiddessen, Antonio Maria Sudoso

CoRR, 2023

Multi-task learning of convex combinations of forecasting models.

Giovanni Felici, Antonio Maria Sudoso

CoRR, 2023

Predicting municipalities in financial distress: a machine learning approach enhanced by domain expertise.

Dario Piermarini, Antonio Maria Sudoso, Veronica Piccialli

CoRR, 2023

2022

Mixed-Integer Nonlinear Programming for State-Based Non-Intrusive Load Monitoring.

Marco Balletti, Veronica Piccialli, Antonio Maria Sudoso

IEEE Trans. Smart Grid, 2022

SOS-SDP: An Exact Solver for Minimum Sum-of-Squares Clustering.

Veronica Piccialli, Antonio Maria Sudoso, Angelika Wiegele

INFORMS J. Comput., 2022

An exact algorithm for semi-supervised minimum sum-of-squares clustering.

Veronica Piccialli, Anna Russo Russo, Antonio Maria Sudoso

Comput. Oper. Res., 2022

2021

A machine learning approach for forecasting hierarchical time series.

Paolo Mancuso, Veronica Piccialli, Antonio Maria Sudoso

Expert Syst. Appl., 2021

2019

Non-Intrusive Load Monitoring with an Attention-based Deep Neural Network.

Antonio Maria Sudoso, Veronica Piccialli

CoRR, 2019