Neural Tangent Kernel

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• Adrian Goldwaser and Lauro Langosco (University of Cambridge)
• Wednesday 19 April 2023, 11:00-12:30
• Cambridge University Engineering Department, CBL Seminar room BE4-38..

If you have a question about this talk, please contact James Allingham.

Zoom link available upon request (it is sent out on our mailing list, eng-mlg-rcc [at] lists.cam.ac.uk). Sign up to our mailing list for easier reminders.

Partially motivated by the observation that neural network performance reliably improves with size, the study of infinitely wide networks is a promising step towards a theory of deep learning. In this presentation we cover the basics of the neural tangent kernel (an important theoretical tool for the study of infinite-width nets) and how it is relevant to finite-width neural networks.

Required reading: none

This talk is part of the Machine Learning Reading Group @ CUED series.

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