Emanuele Frandi and Frank-Wolfe - Free people check

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NIPS 2013: Greedy Algorithms, Frank-Wolfe and Frien...

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[ ] Fast and Scalable Lasso via Stochastic Frank-Wolfe...

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Authors: Emanuele Frandi, Ricardo Nanculef, Stefano Lodi, Claudio Sartori, Johan A. K. Suykens. (Submitted on 24 Oct 2015). Abstract: Frank-Wolfe (FW) algorithms have been often proposed over the last few years as efficient solvers for a variety of optimization problems arising in the field of Machine Learning. The ability ...

A novel Frank–Wolfe algorithm. Analysis and applications to...

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Author links open overlay panel Ricardo Ñanculef a Emanuele Frandi b Claudio Sartori c Héctor Allende a. Show more. https://doi.org j.ins Get ...

Complexity Issues and Randomization Strategies in Frank-Wolfe...

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Frank-Wolfe algorithms for convex minimization have recently gained considerable attention from the Optimization and Machine Learning communities, as their...

Greedy Algorithms, Frank-Wolfe and Friends - A modern perspective -...

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NIPS Workshop on Greedy Algorithms, Frank-Wolfe and Friends - A modern perspective Keywords: Frank-Wolfe Algorithm, greedy algorithms, first-order...

[PDF] A PARTAN-accelerated Frank-Wolfe algorithm for large-scale SVM...

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A PARTAN-Accelerated Frank-Wolfe Algorithm for Large-Scale SVM Classification. Emanuele Frandi, Ricardo Ñanculef, Johan A. K. Suykens; IJCNN; 2015

Fast and Scalable Lasso via Stochastic Frank-Wolfe Methods with a...

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Fast and Scalable Lasso via Stochastic Frank-Wolfe Methods with a Convergence Guarantee. Scited Scite! Emanuele Frandi, Ricardo Nanculef, Stefano Lodi,

A Novel Frank-Wolfe Algorithm. Analysis and Applications to...

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Hector Allende,; Emanuele Frandi,; Ricardo Nanculef,; Claudio Sartori. Recently, there has been a renewed interest in the machine learning community for variants of a sparse greedy approximation procedure for concave optimization known as the Frank-Wolfe (FW) method. In particular, this procedure has ...

[PDF] A novel Frank-Wolfe algorithm. Analysis and applications to...

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Solving $$\ell _0$$ℓ0-penalized problems with simple constraints via...

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Emanuele Frandi, Ricardo Ñanculef, Johan A. K. Suykens; IJCNN; 2015; Complexity Issues and Randomization Strategies in Frank-Wolfe Algorithms for Machine Learning.

Fast and scalable Lasso via stochastic Frank-Wolfe methods with a...

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Editors: Thomas Grtner, Mirco Nanni, Andrea Passerini, and Celine Robardet. B Emanuele Frandi. .be. Ricardo anculef .cl. Stefano Lodi . Claudio Sartori . Johan A. K. .be1 ESAT-STADIUS, ...

OPT 2014: Optimization for Machine Learning

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... and Xinhua Zhang; Complexity Issues and Randomization Strategies in Frank-Wolfe Algorithms for Machine Learning - Emanuele Frandi, Ricardo Ñanculef and Johan Suykens; On Iterative Hard Thresholding Methods for High-dimensional M-Estimation - Prateek Jain, Ambuj Tewari and Purushottam Kar ...

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Emanuele Frandi and Frank-Wolfe Free People Check