Generalisation and expressiveness for over-parameterised neural networks

<p>Over-parameterised modern neural networks owe their success to two fundamental properties: expressive power and generalisation capability. The former refers to the model's ability to fit a large variety of data sets, while the latter enables the network to extrapolate patterns from tra...

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Bibliographic Details
Main Author: Clerico, E
Other Authors: Deligiannidis, G
Format: Thesis
Language:English
Published: 2023
Subjects: