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Part 3: VC Dimension - Neural Networks

Series: VC Dimension and Neural Networks

This is the third part of the VC Dimension and Neural Networks series. This part discusses the important theorems for vc dimension of MLPs.

By Mohammad Sadil Khan in Computational Theory Deep Learning VC Dimension MLP

September 30, 2022

Part 2: VC Dimension - Theorems and Lemmas

Series: VC Dimension and Neural Networks

This is the second part of the VC Dimension and Neural Networks series. This part lists important theorems with proofs and explanations. To know the basics of VC dimension, check Part 1 - VC Dimension.

By Mohammad Sadil Khan in Computational Theory Deep Learning VC Dimension MLP

September 29, 2022

Part 1: VC Dimension - Definition and Examples

Series: VC Dimension and Neural Networks

This is the first part of the VC Dimension and Neural Networks series. Basic definition and some examples of vc dimension of learning algorithms are explained here.

By Mohammad Sadil Khan in Computational Theory Deep Learning VC Dimension MLP

September 18, 2022

VC Dimension and Neural Networks

On the VC dimension of the family of Neural Networks

Written by Mohammad Sadil Khan

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