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Fast Support Vector Machine Training and Classification on Graphics Processors
Bryan Catanzaro
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Oznake: computer science;machine learning;kernel methods;support vector machines;computer graphics
Recent developments in programmable, highly parallel Graphics Processing Units (GPUs) have enabled high performance implementations of machine learning algorithms. We describe a solver for Support Vector Machine training, using Platt's Sequential Minimal Optimization algorithm and an adaptive first ...
Leto: 2008 Vir: videolectures.net
Št. zadetkov: 1
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