Open AccessOn the Depth of Deep Neural Networks: A Theoretical View
Author(s) -
Shizhao Sun,
Wei Chen,
Liwei Wang,
Xiaoguang Liu,
Tie-Yan Liu
Publication year - 2016
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.v30i1.10243
Subject(s) - margin (machine learning) , upper and lower bounds , artificial neural network , bounded function , computer science , cross entropy , perspective (graphical) , empirical research , mathematics , entropy (arrow of time) , mathematical optimization , artificial intelligence , statistics , machine learning , pattern recognition (psychology) , mathematical analysis , physics , quantum mechanics