图 书 馆
机器学习实验室Machine Learning Laboratory |
|
| 课程网址: | http://videolectures.net/mlss08au_webers_mll/ |
| 主讲教师: | Christfried Webers |
| 开课单位: | 澳大利亚ICT卓越研究中心 |
| 开课时间: | 2008-05-07 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | The first laboratory has not been recorded but has featured some hands on experiments with Elefant mainly concentrating on installing, using, and developing machine learning algorithms within the Elefant framework. We will walk through examples of implementing a simple stochastic gradient descent algorithm as a part of this tutorial. This is the first part of the second session which is split with [[mlss08au_vishwanathan_mll|//S.V.N. Vishwanathan's// "%title"]] and will feature hands on experiments with BNRM (Bundle Methods for Regularized Risk Minimization) . The emphasis here will be on developing various loss function modules which can then be plugged into the BMRM solver. |
| 关 键 词: | 机器学习算法; 损耗函数; 简单随机梯度下降算法 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2021-12-22：liyy |
| 阅读次数: | 93 |