首页>
外国专利>
AGGRESSIVE DEVELOPMENT WITH COOPERATIVE GENERATORS
AGGRESSIVE DEVELOPMENT WITH COOPERATIVE GENERATORS
展开▼
机译:与合作发电机共同发展
展开▼
页面导航
摘要
著录项
相似文献
摘要
Various systems and methods are described herein for improving the aggressive development of machine learning systems. In machine learning, there is always a trade-off between allowing a machine learning system to learn as much as it can from training data and overfitting on the training data. This trade-off is important because overfitting usually causes performance on new data to be worse. However, various systems and methods can be utilized to separate the process of detailed learning and knowledge acquisition and the process of imposing restrictions and smoothing estimates, thereby allowing machine learning systems to aggressively learn from training data, while mitigating the effects of overfitting on the training data.
展开▼