Open AccessWhen and Why Are Deep Networks Better Than Shallow Ones?
Author(s) -
H. N. Mhaskar,
Qianli Liao,
Tomaso Poggio
Publication year - 2017
Publication title -
proceedings of the ... aaai conference on artificial intelligence
Language(s) - English
Resource type - Journals
eISSN - 2374-3468
pISSN - 2159-5399
DOI - 10.1609/aaai.v31i1.10913
Subject(s) - overfitting , curse of dimensionality , conjecture , hierarchy , class (philosophy) , computer science , property (philosophy) , mathematics , artificial intelligence , deep learning , theoretical computer science , pure mathematics , artificial neural network , philosophy , epistemology , economics , market economy