PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Gaetano Zanghirati

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Number of EPrints submitted by this user: 5

Parallel software for training large scale support vector machines on multiprocessor systems
Luca Zanni, Thomas Serafini and Gaetano Zanghirati
Journal of Machine Learning Research Volume 7, pp. 1467-1492, 2006. ISSN 1532-4435

Gradient projection methods for quadratic programs and applications in training support vector machines
Thomas Serafini, Gaetano Zanghirati and Luca Zanni
Optimization Methods and Software Volume 20, Number 2-3, pp. 353-378, 2005. ISSN 1055-6788

Large quadratic programs in training Gaussian support vector machines
Thomas Serafini, Gaetano Zanghirati and Luca Zanni
Rendiconti di Matematica e delle sue Applicazioni Volume 23, pp. 257-275, 2003. ISSN 1120-7183

Some improvements to a parallel decomposition technique for training support vector machines
Thomas Serafini, Luca Zanni and Gaetano Zanghirati
In: Recent Advances in Parallel Virtual Machine and Message Passing Interface (2005) Springer , pp. 9-17. ISBN 3-540-29009-5

Parallel decomposition approaches for training support vector machines
Thomas Serafini, Gaetano Zanghirati and Luca Zanni
In: Parallel Computing: Software Technology, Algorithms, Architectures and Applications Advances in Parallel Computing (13). (2004) Elsevier B.V. , Amsterdam, The Netherlands , pp. 259-266. ISBN 0-444-51689-1