Stochastic Newton Method for Large Scale Nonlinear Support Vector Machine
碩士 === 國立交通大學 === 應用數學系數學建模與科學計算碩士班 === 104 === In this thesis, a stochastic Newton method is proposed to overcome the challenges of the conventional nonlinear support vector machines (SVMs) for extremely large scale dataset. Our idea comes from the scheme of stochastic optimization (or online learn...
| Main Authors: | , |
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| Other Authors: | |
| Format: | Others |
| Language: | en_US |
| Published: |
2016
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| Online Access: | http://ndltd.ncl.edu.tw/handle/78983922536947277061 |