Overparameterized models have proven to be powerful tools for solving various machine
learning tasks. However, overparameterization often leads to a substantial increase in …

The brain prepares for learning even before interacting with the environment, by refining and
optimizing its structures through spontaneous neural activity that resembles random noise …

The generalization of neural networks has been a major focus of research in deep learning.
It is often interpreted as an implicit bias towards solutions with specific properties. Especially …