Lecture notes from the course given by Professor Julia Kempe at the summ...
Learning generic high-dimensional tasks is notably hard, as it requires ...
A central question of machine learning is how deep nets manage to learn ...
Despite their success, understanding how convolutional neural networks (...
It is widely believed that the success of deep networks lies in their ab...
Convolutional neural networks perform a local and translationally-invari...