发明名称 |
SYSTEM AND METHOD FOR TRAINING NEURAL NETWORKS |
摘要 |
Systems and methods for training a neural network or an ensemble of neural networks are described. A hyper-parameter that controls the variance of the ensemble predictors is used to address overfitting. For larger values of the hyper-parameter, the predictions from the ensemble have more variance, so there is less overfitting. This technique can be applied to ensemble learning with various cost functions, structures and parameter sharing. A cost function is provided and a set of techniques for learning are described. |
申请公布号 |
WO2016145516(A1) |
申请公布日期 |
2016.09.22 |
申请号 |
WO2016CA50273 |
申请日期 |
2016.03.11 |
申请人 |
DEEP GENOMICS INCORPORATED |
发明人 |
XIONG, Hui Yuan;DELONG, Andrew;FREY, Brendan |
分类号 |
G06N3/08 |
主分类号 |
G06N3/08 |
代理机构 |
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代理人 |
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主权项 |
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地址 |
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