Transfer Learning

by Yu Zhang, Wenyuan Dai, Sinno Jialin Pan, et al.

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...

• Format: Hardcover
• Language: English
• ISBN: 1107016908
• ISBN13: 9781107016903
• Release Date: March 2020
• Publisher: Cambridge University Press
• Length: 390 Pages
• Weight: 1.60 lbs.
• Dimensions: 0.8" x 6.4" x 9.1"