Understanding the implicit regularization imposed by neural network
arch...
Recovering a signal (function) from finitely many binary or Fourier samp...
Deep learning (DL) has had unprecedented success and is now entering
sci...
There is overwhelming empirical evidence that Deep Learning (DL) leads t...
There are two big unsolved mathematical questions in artificial intellig...
Infinite-dimensional compressed sensing deals with the recovery of analo...
Deep learning, due to its unprecedented success in tasks such as image
c...