- Добавил: buratino
- Дата: 27-01-2020, 01:01
- Комментариев: 0

Автор: Qiang Yang, Yu Zhang, Wenyuan Dai, Sinno Jialin Pan
Издательство: Cambridge University Press
Год: 2020
Формат: True PDF
Страниц: 393
Размер: 21.3 Mb
Язык: English
Transfer learning deals with how systems can quickly adapt themselves to new situations, tasks and environments. It gives machine learning systems the ability to leverage auxiliary data and models to help solve target problems when there is only a small amount of data available. This makes such systems more reliable and robust, keeping the machine learning model faced with unforeseeable changes from deviating too much from expected performance. At an enterprise level, transfer learning allows knowledge to be reused so experience gained once can be repeatedly applied to the real world.