Emanuele Frandi

14 papers B 1C 2Journal 10Unranked 1
YearRankTypeTitle / Venue / Authors
2016 C conf
Efficient Sparse Approximation of Support Vector Machines Solving a Kernel Lasso.
CIARP
Marcelo Aliquintuy, Emanuele Frandi, Ricardo Ñanculef, Johan A. K. Suykens
2016 J jnl
Fast and scalable Lasso via stochastic Frank-Wolfe methods with a convergence guarantee.
Mach. Learn.
Emanuele Frandi, Ricardo Ñanculef, Stefano Lodi, Claudio Sartori, Johan A. K. Suykens
2015 J jnl
A PARTAN-Accelerated Frank-Wolfe Algorithm for Large-Scale SVM Classification.
CoRR
Emanuele Frandi, Ricardo Ñanculef, Johan A. K. Suykens
2015 B conf
A PARTAN-accelerated Frank-Wolfe algorithm for large-scale SVM classification.
IJCNN
Emanuele Frandi, Ricardo Ñanculef, Johan A. K. Suykens
2015 J jnl
Fast and Scalable Lasso via Stochastic Frank-Wolfe Methods with a Convergence Guarantee.
CoRR
Emanuele Frandi, Ricardo Ñanculef, Stefano Lodi, Claudio Sartori, Johan A. K. Suykens
2015 J jnl
Improving Direct Search algorithms by multilevel optimization techniques.
Optim. Methods Softw.
Emanuele Frandi, Alessandra Papini
2014 J jnl
A novel Frank-Wolfe algorithm. Analysis and applications to large-scale SVM training.
Inf. Sci.
Ricardo Ñanculef, Emanuele Frandi, Claudio Sartori, Héctor Allende
2014 J jnl
Complexity Issues and Randomization Strategies in Frank-Wolfe Algorithms for Machine Learning.
CoRR
Emanuele Frandi, Ricardo Ñanculef, Johan A. K. Suykens
2014 J jnl
Coordinate search algorithms in multilevel optimization.
Optim. Methods Softw.
Emanuele Frandi, Alessandra Papini
2014 — conf
High level high performance computing for multitask learning of time-varying models.
CIBD
Marco Signoretto, Emanuele Frandi, Zahra Karevan, Johan A. K. Suykens
2013 J jnl
Novel Frank-Wolfe Methods for SVM Learning
CoRR
Héctor Allende, Emanuele Frandi, Ricardo Ñanculef, Claudio Sartori
2013 J jnl
Training Support Vector Machines using Frank-Wolfe Optimization Methods.
Int. J. Pattern Recognit. Artif. Intell.
Emanuele Frandi, Ricardo Ñanculef, Maria Grazia Gasparo, Stefano Lodi, Claudio Sartori
2012 J jnl
Training Support Vector Machines Using Frank-Wolfe Optimization Methods
CoRR
Emanuele Frandi, Ricardo Ñanculef, Maria Grazia Gasparo, Stefano Lodi, Claudio Sartori
2010 C conf
A New Algorithm for Training SVMs Using Approximate Minimal Enclosing Balls.
CIARP
Emanuele Frandi, Maria Grazia Gasparo, Stefano Lodi, Ricardo Ñanculef, Claudio Sartori