On Generalization of Adaptive Methods for Over-parameterized Linear Regression

Vatsal Shah
Vatsal Shah
Soumya Basu
Soumya Basu
Cited by: 0|Bibtex|Views4
Other Links: arxiv.org

Abstract:

Over-parameterization and adaptive methods have played a crucial role in the success of deep learning in the last decade. The widespread use of over-parameterization has forced us to rethink generalization by bringing forth new phenomena, such as implicit regularization of optimization algorithms and double descent with training progres...More

Code:

Data:

Full Text
Your rating :
0

 

Tags
Comments