Model complexity of deep learning: a survey Journal Articles

authors

• Hu, Xia
• Chu, Lingyang
• Pei, Jian
• Liu, Weiqing
• Bian, Jiang

status

• published 

publication date

• October 2021

has subject area

• 0801 Artificial Intelligence and Image Processing (FoR)
• 0806 Information Systems (FoR)
• Information Systems (Science Metrix)

published in

• Knowledge and Information Systems  Journal

keywords

• ACCURACY
• BOUNDS
• Computer Science
• Computer Science, Artificial Intelligence
• Computer Science, Information Systems
• DECISION TREE COMPLEXITY
• Deep learning
• Deep neural network
• Expressive capacity
• Model complexity
• NEURAL-NETWORKS
• SELECTION
• Science & Technology
• TIME
• Technology
• VC-DIMENSION

Digital Object Identifier (DOI)

• 10.1007/s10115-021-01605-0

start page

• 2585

end page

• 2619

volume

• 63

issue

• 10