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Emanuele Frandi
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2010 – 2019
- 2016
- [j5]Emanuele Frandi
, Ricardo Ñanculef, Stefano Lodi, Claudio Sartori
Fast and scalable Lasso via stochastic Frank-Wolfe methods with a convergence guarantee. Mach. Learn. 104(2-3): 195-221 (2016) - [c4]Marcelo Aliquintuy, Emanuele Frandi, Ricardo Ñanculef, Johan A. K. Suykens
Efficient Sparse Approximation of Support Vector Machines Solving a Kernel Lasso. CIARP 2016: 208-216 - 2015
- [j4]Emanuele Frandi
Improving Direct Search algorithms by multilevel optimization techniques. Optim. Methods Softw. 30(5): 1077-1094 (2015) - [c3]Emanuele Frandi, Ricardo Ñanculef, Johan A. K. Suykens
A PARTAN-accelerated Frank-Wolfe algorithm for large-scale SVM classification. IJCNN 2015: 1-8 - [i5]Emanuele Frandi, Ricardo Ñanculef, Johan A. K. Suykens:
A PARTAN-Accelerated Frank-Wolfe Algorithm for Large-Scale SVM Classification. CoRR abs/1502.01563 (2015) - [i4]Emanuele Frandi, Ricardo Ñanculef, Stefano Lodi, Claudio Sartori, Johan A. K. Suykens:
Fast and Scalable Lasso via Stochastic Frank-Wolfe Methods with a Convergence Guarantee. CoRR abs/1510.07169 (2015) - 2014
- [j3]Ricardo Ñanculef, Emanuele Frandi
A novel Frank-Wolfe algorithm. Analysis and applications to large-scale SVM training. Inf. Sci. 285: 66-99 (2014) - [j2]Emanuele Frandi
Coordinate search algorithms in multilevel optimization. Optim. Methods Softw. 29(5): 1020-1041 (2014) - [c2]Marco Signoretto, Emanuele Frandi, Zahra Karevan, Johan A. K. Suykens
High level high performance computing for multitask learning of time-varying models. CIBD 2014: 14-19 - [i3]Emanuele Frandi, Ricardo Ñanculef, Johan A. K. Suykens:
Complexity Issues and Randomization Strategies in Frank-Wolfe Algorithms for Machine Learning. CoRR abs/1410.4062 (2014) - 2013
- [j1]Emanuele Frandi
Training Support Vector Machines using Frank-Wolfe Optimization Methods. Int. J. Pattern Recognit. Artif. Intell. 27(3) (2013) - [i2]Héctor Allende, Emanuele Frandi, Ricardo Ñanculef, Claudio Sartori:
Novel Frank-Wolfe Methods for SVM Learning. CoRR abs/1304.1014 (2013) - 2012
- [i1]Emanuele Frandi, Ricardo Ñanculef, Maria Grazia Gasparo, Stefano Lodi, Claudio Sartori:
Training Support Vector Machines Using Frank-Wolfe Optimization Methods. CoRR abs/1212.0695 (2012) - 2010
- [c1]Emanuele Frandi, Maria Grazia Gasparo, Stefano Lodi, Ricardo Ñanculef, Claudio Sartori
A New Algorithm for Training SVMs Using Approximate Minimal Enclosing Balls. CIARP 2010: 87-95
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