Training neural networks for and by interpolation

In modern supervised learning, many deep neural networks are able to interpolate the data: the empirical loss can be driven to near zero on all samples simultaneously. In this work, we explicitly exploit this interpolation property for the design of a new optimization algorithm for deep learning, wh...

وصف كامل

التفاصيل البيبلوغرافية
المؤلفون الرئيسيون: Berrada, L, Zisserman, A, Kumar, MP
التنسيق: Conference item
اللغة:English
منشور في: Journal of Machine Learning Research 2020