Mathematical of machine learning notes (2023)

These are notes from my summer research project during the third year of my undergraduate studies at Imperial College London in the Summer of 2023 under the supervision of Professor Greg pavliotis.

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Mathematical of machine learning notes (2023)
Convergence of neural network hidden layer parameter distributions during stochastic gradient descent to a bimodal distribution as the number \(N\) of hidden unit increases with the number of eopchs.