Discovering Hidden Features with Gaussian Processes Regression

Vivarelli, Francesco, Williams, Christopher K. I.

Neural Information Processing Systems 

We study the dynamics of supervised learning in layered neural networks, inthe regime where the size p of the training set is proportional to the number N of inputs. Here the local fields are no longer described by Gaussian distributions.

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