Pubblicazioni

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

2024 - MATHEMATICAL PROGRAMMING COMPUTATION
Locatelli, Marco; Piccialli, Veronica; Sudoso, Antonio M.

Optimization meets machine learning: an exact algorithm for semi-supervised support vector machines

2024 - MATHEMATICAL PROGRAMMING
Piccialli, Veronica; Schwiddessen, Jan; Sudoso, Antonio M.

A Semidefinite Programming-Based Branch-and-Cut Algorithm for Biclustering

2024 - INFORMS JOURNAL ON COMPUTING
Sudoso, Antonio M.

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

2023 - MATHEMATICAL PROGRAMMING
Piccialli, Veronica; Sudoso, Antonio M.

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

2022 - INFORMS JOURNAL ON COMPUTING
Piccialli, Veronica; Sudoso, Antonio M.; Wiegele, Angelika

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

2022 - COMPUTERS & OPERATIONS RESEARCH
Piccialli, V.; Russo Russo, A.; Sudoso, A. M.

Using a factored dual in augmented Lagrangian methods for semidefinite programming

2018 - OPERATIONS RESEARCH LETTERS
De Santis, Marianna; Rendl, Franz; Wiegele, Angelika

Phase transitions in semidefinite relaxations

2016 - PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
Javanmard, Adel; Montanari, Andrea; RICCI TERSENGHI, Federico

Tight size-degree bounds for sums-of-squares proofs

2015 - Leibniz International Proceedings in Informatics, LIPIcs
Lauria, Massimo; Nordström, Jakob

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