OpenAlex | A Faster Gradient Ascent Learning Algorithm for Nonlinear SVM

A Faster Gradient Ascent Learning Algorithm for Nonlinear SVM

Work

Year: 2013

Type: article

Abstract: We propose a refined gradient ascent method including heuristic parameters for solving the dual problem of nonlinear SVM. Aiming to get better tuning to the particular training sequence, the proposed ... more

Source: ISRN Applied Mathematics

Authors Cătălina Cocianu, Luminiţa State, Marinela Mircea, Panagiotis Vlamos

Institutions Bucharest University of Economic Studies, University of Pitesti, Ionian University

Cites: 19

Cited by:

Related to: 10

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Topic: Face and Expression Recognition

Subfield: Computer Vision and Pattern Recognition

Field: Computer Science

Domain: Physical Sciences

Open Access status: gold