A New Algorithm for Training SVMs Using Approximate Minimal Enclosing Balls. - Emanuele Frandi; Maria Grazia Gasparo; Stefano Lodi; Ricardo Ñanculef; Claudio Sartori 001 (CIARP, 2010)

Novel Frank-Wolfe Methods for SVM Learning - Héctor Allende; Emanuele Frandi; Ricardo Ñanculef; Claudio Sartori 001 (CoRR, 2013)

Training Support Vector Machines using Frank-Wolfe Optimization Methods. - Emanuele Frandi; Ricardo Ñanculef; Maria Grazia Gasparo; Stefano Lodi; Claudio Sartori 001 (Int. J. Pattern Recognit. Artif. Intell., 2013)

High level high performance computing for multitask learning of time-varying models. - Marco Signoretto; Emanuele Frandi; Zahra Karevan; Johan A. K. Suykens (CIBD, 2014)

Complexity Issues and Randomization Strategies in Frank-Wolfe Algorithms for Machine Learning. - Emanuele Frandi; Ricardo Ñanculef; Johan A. K. Suykens (CoRR, 2014)

A novel Frank-Wolfe algorithm. Analysis and applications to large-scale SVM training. - Ricardo Ñanculef; Emanuele Frandi; Claudio Sartori 001; Héctor Allende (Inf. Sci., 2014)

Coordinate search algorithms in multilevel optimization. - Emanuele Frandi; Alessandra Papini (Optim. Methods Softw., 2014)

A PARTAN-accelerated Frank-Wolfe algorithm for large-scale SVM classification. - Emanuele Frandi; Ricardo Ñanculef; Johan A. K. Suykens (IJCNN, 2015)

Improving Direct Search algorithms by multilevel optimization techniques. - Emanuele Frandi; Alessandra Papini (Optim. Methods Softw., 2015)

Efficient Sparse Approximation of Support Vector Machines Solving a Kernel Lasso. - Marcelo Aliquintuy; Emanuele Frandi; Ricardo Ñanculef; Johan A. K. Suykens (CIARP, 2016)

Fast and scalable Lasso via stochastic Frank-Wolfe methods with a convergence guarantee. - Emanuele Frandi; Ricardo Ñanculef; Stefano Lodi; Claudio Sartori 001; Johan A. K. Suykens (Mach. Learn., 2016)