Cover Image

Transfer learning /

Bibliographic Details
Main Authors: Yang, Qiang, 1961- (Author), Zhang, Yu (Professor of computer science), 1982- (Author), Dai, Wenyuan, 1983- (Author), Pan, Sinno Jialin, 1980- (Author)
Corporate Author: Cambridge University Press
Format: eBook
Language:English
Published: Cambridge, United Kingdom ; New York, NY : Cambridge University Press, 2020.
Subjects:
Machine learning.
Artificial intelligence.
Electronic books.
Online Access:Connect to the full text of this electronic book
Table of Contents:
  • Instance-based transfer learning
  • Feature-based transfer learning
  • Model-based transfer learning
  • Relation-based transfer learning
  • Heterogeneous transfer learning
  • Adversarial transfer learning
  • Transfer learning in reinforcement learning
  • Multi-task learning
  • Transfer learning theory
  • Transitive transfer learning
  • AutoTL : learning to transfer automatically
  • Few-shot learning
  • Lifelong machine learning
  • Privacy-preserving transfer learning
  • Transfer learning in computer vision
  • Transfer learning in natural language processing
  • Transfer learning in dialogue systems
  • Transfer learning in recommender systems
  • Transfer learning in bioinformatics
  • Transfer learning in activity recognition
  • Transfer learning in urban computing.