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A simple geometric proof for the benefit of depth in ReLU networks

A simple geometric proof for the benefit of depth in ReLU networks

18 January 2021
Asaf Amrami
Yoav Goldberg
ArXivPDFHTML

Papers citing "A simple geometric proof for the benefit of depth in ReLU networks"

2 / 2 papers shown
Title
When Deep Learning Meets Polyhedral Theory: A Survey
When Deep Learning Meets Polyhedral Theory: A Survey
Joey Huchette
Gonzalo Muñoz
Thiago Serra
Calvin Tsay
AI4CE
94
33
0
29 Apr 2023
Benefits of depth in neural networks
Benefits of depth in neural networks
Matus Telgarsky
153
603
0
14 Feb 2016
1