The remarkable performance of overparameterized deep neural networks (DN...
Double-descent curves in neural networks describe the phenomenon that th...
Generalization in deep learning has been the topic of much recent theore...
Overparameterised deep neural networks (DNNs) are highly expressive and ...
Understanding the inductive bias of neural networks is critical to expla...
Deep neural networks generalize remarkably well without explicit
regular...