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Data Topology-Dependent Upper Bounds of Neural Network Widths

Data Topology-Dependent Upper Bounds of Neural Network Widths

25 May 2023
Sangmin Lee
Jong Chul Ye
ArXivPDFHTML

Papers citing "Data Topology-Dependent Upper Bounds of Neural Network Widths"

3 / 3 papers shown
Title
Effects of Data Geometry in Early Deep Learning
Effects of Data Geometry in Early Deep Learning
Saket Tiwari
G. Konidaris
56
7
0
29 Dec 2022
Topological Deep Learning: Classification Neural Networks
Topological Deep Learning: Classification Neural Networks
Mustafa Hajij
Kyle Istvan
29
5
0
16 Feb 2021
Benefits of depth in neural networks
Benefits of depth in neural networks
Matus Telgarsky
123
600
0
14 Feb 2016
1