Metodi del Gradiente Proiettato per problemi quadratici e loro applicazioni nell'addestramento di Support Vector Machines

Thomas Serafini

Bollettino dell'Unione Matematica Italiana (2006)

  • Volume: 9-A, Issue: 2, page 287-290
  • ISSN: 0392-4033

How to cite

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Serafini, Thomas. " Metodi del Gradiente Proiettato per problemi quadratici e loro applicazioni nell'addestramento di Support Vector Machines." Bollettino dell'Unione Matematica Italiana 9-A.2 (2006): 287-290. <http://eudml.org/doc/289591>.

@article{Serafini2006,
author = {Serafini, Thomas},
journal = {Bollettino dell'Unione Matematica Italiana},
language = {ita},
month = {8},
number = {2},
pages = {287-290},
publisher = {Unione Matematica Italiana},
title = { Metodi del Gradiente Proiettato per problemi quadratici e loro applicazioni nell'addestramento di Support Vector Machines},
url = {http://eudml.org/doc/289591},
volume = {9-A},
year = {2006},
}

TY - JOUR
AU - Serafini, Thomas
TI - Metodi del Gradiente Proiettato per problemi quadratici e loro applicazioni nell'addestramento di Support Vector Machines
JO - Bollettino dell'Unione Matematica Italiana
DA - 2006/8//
PB - Unione Matematica Italiana
VL - 9-A
IS - 2
SP - 287
EP - 290
LA - ita
UR - http://eudml.org/doc/289591
ER -

References

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  1. DAI, Y.H., FLETCHER, R., Projected Barzilai-Borwein methods for Large-Scale Box- Constrained Quadratic Programming, Numerische Mathematik, 100 (2005), 21-47. Zbl1068.65073
  2. SERAFINI, T., ZANGHIRATI, G., ZANNI, L., Gradient Projection Methods for Quadratic Programs and Applications in Training Support Vector Machines, Optimization Methods and Software, 20 (2005), 353-378. Zbl1072.90026
  3. VAPNIK, V.N., Statistical Learning Theory, John Wiley and sons, New York (1998). 
  4. SERAFINI, T., ZANNI, L., On the Working Set Selection in Gradient Projection-based Decomposition Techniques for Support Vector Machines, Optimization Methods and Software, 20 (2005), 583-596. Zbl1116.90115

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