Wide neural networks of any depth evolve as linear models under gradient descent *
Work
Year: 2020
Type: article
Abstract: A longstanding goal in deep learning research has been to precisely characterize training and generalization. However, the often complex loss landscapes of neural networks have made a theory of learni... more
Institution Google (United States)
Cites: 72
Cited by: 397
Related to: 10
FWCI: 52.42
Citation percentile (by year/subfield): 100
Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Open Access status: green