Functional Kernel Analysis of Neural Networks (ft. Arthur Jacot)
Functional kernel analysis allows a nice analysis of neural networks in the infinite-width limit, as discussed by Arthur Jacot, PhD candidate in mathematics at EPFL.
https://people.epfl.ch/arthur.jacot
Check his NeurIPS 2018 paper on the neural tangent kernel
https://arxiv.org/abs/1806.07572
As well as his video explaining the concept
https://www.youtube.com/watch?v=raT2ECrvbag
Видео Functional Kernel Analysis of Neural Networks (ft. Arthur Jacot) канала ZettaBytes, EPFL
https://people.epfl.ch/arthur.jacot
Check his NeurIPS 2018 paper on the neural tangent kernel
https://arxiv.org/abs/1806.07572
As well as his video explaining the concept
https://www.youtube.com/watch?v=raT2ECrvbag
Видео Functional Kernel Analysis of Neural Networks (ft. Arthur Jacot) канала ZettaBytes, EPFL
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