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RIKEN Brain Science Institute. Lab for Neural Circuits and Behavior. 2-1 Hirosawa, Wako-shi, Saitama-ken 351-0198. Office: 81-48-462-1111 (ext. 6252). Emanuele [DOT] frandi [AT] riken [DOT] jp. I am a researcher in numerical optimization and machine learning, with a broad interest in the applications of large-scale optimization and modeling methods to the realm of data science. Date and place of birth: 02/02/1986, Firenze (Italy). Languages: Italian (native), English (fluent), French, Japanese (basic).

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RIKEN Brain Science Institute. Lab for Neural Circuits and Behavior. 2-1 Hirosawa, Wako-shi, Saitama-ken 351-0198. Office: 81-48-462-1111 (ext. 6252). Emanuele [DOT] frandi [AT] riken [DOT] jp. I am a researcher in numerical optimization and machine learning, with a broad interest in the applications of large-scale optimization and modeling methods to the realm of data science. Date and place of birth: 02/02/1986, Firenze (Italy). Languages: Italian (native), English (fluent), French, Japanese (basic).

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1 emanuele frandi

2 research

3 publications

4 talks

5 software

6 awards

7 blog

8 jsps postdoctoral fellow

9 japan

10 e mail

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RIKEN Brain Science Institute. Lab for Neural Circuits and Behavior. 2-1 Hirosawa, Wako-shi, Saitama-ken 351-0198. Office: 81-48-462-1111 (ext. 6252). Emanuele [DOT] frandi [AT] riken [DOT] jp. I am a researcher in numerical optimization and machine learning, with a broad interest in the applications of large-scale optimization and modeling methods to the realm of data science. Date and place of birth: 02/02/1986, Firenze (Italy). Languages: Italian (native), English (fluent), French, Japanese (basic).

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emanuelefrandi.com

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Publications

http://www.emanuelefrandi.com/publications.html

Confronto Numerico tra Algoritmi MEB per l’Addestramento di SVM nei Problemi di Classificazione. Master’s Thesis (in Italian), Università degli Studi di Firenze, 2010. Enhancing Direct Search Methods by Multilevel Techniques: Algorithms and Applications. PhD Thesis, Università degli Studi dell’Insubria, 2014. Emanuele Frandi, Maria Grazia Gasparo, Stefano Lodi, Ricardo Nanculef and Claudio Sartori,. A new algorithm for training SVMs using approximate minimal enclosing balls. Information Sciences 285, 66-...

2

Software

http://www.emanuelefrandi.com/software.html

This is the C code used in [6,8,9]. The structure of the code is based on the LIBSVM (Lin. 2002) and LIBCVM (Tsang. 2005) packages, with a very similar interface. It implements five different Frank-Wolfe solvers for SVM classification problems (FW, Modified FW, Pairwise/SWAP FW, PARTAN FW, Fully Corrective FW), and offers the option of performing approximate iterations with a stochastic speed-up technique. Main developer: Ricardo Nanculef (UTFSM Chile). Download link (last update: 21/01/2015).

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RIKEN Brain Science Institute. Lab for Neural Circuits and Behavior. 2-1 Hirosawa, Wako-shi, Saitama-ken 351-0198. Office: 81-48-462-1111 (ext. 6252). Emanuele [DOT] frandi [AT] riken [DOT] jp. I am a researcher in numerical optimization and machine learning, with a broad interest in the applications of large-scale optimization and modeling methods to the realm of data science. Date and place of birth: 02/02/1986, Firenze (Italy). Languages: Italian (native), English (fluent), French, Japanese (basic).

4

Talks

http://www.emanuelefrandi.com/talks.html

Conference and Workshop Talks. Emanuele Frandi, Maria Grazia Gasparo, Ricardo Nanculef and Alessandra Papini,. Solving classification problems by approximate minimal enclosing ball algorithms. Poster), 2011 SIAM Conference on Optimization, May 16-19, 2011, Darmstadt (Germany). Emanuele Frandi and Alessandra Papini,. Coordinate search algorithm in multigrid optimization. 3rd Conference on Optimization Methods and Software, May 13-17, 2012, Kolymvari (Greece). Emanuele Frandi and Alessandra Papini,. Optimi...

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http://www.emanuelefrandi.com/blog/index.html

Made a little facelift for the website and added some new info. After 2 and a half intense years, my tenure as a Postdoc in the ESAT-STADIUS group at KU Leuven has come to a close. As I move on, however, I have to say that I will always be grateful to all my colleagues and friends in Belgium, who all contributed in their own way to shape this period of my life into an unforgettable experience. Workshop at Fudan University. Visit at ETH Zürich. Rich, hosted by Prof. Thomas Hoffman and Dr. Martin J...I&rsq...

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RIKEN Brain Science Institute. Lab for Neural Circuits and Behavior. 2-1 Hirosawa, Wako-shi, Saitama-ken 351-0198. Office: 81-48-462-1111 (ext. 6252). Emanuele [DOT] frandi [AT] riken [DOT] jp. I am a researcher in numerical optimization and machine learning, with a broad interest in the applications of large-scale optimization and modeling methods to the realm of data science. Date and place of birth: 02/02/1986, Firenze (Italy). Languages: Italian (native), English (fluent), French, Japanese (basic).

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