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02/15/2021
On the Inherent Regularization Effects of Noise Injection During Training
Randomly perturbing networks during the training process is a commonly u...
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01/06/2021
Phase Transitions in Transfer Learning for High-Dimensional Perceptrons
Transfer learning seeks to improve the generalization performance of a t...
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08/27/2020
A Precise Performance Analysis of Learning with Random Features
We study the problem of learning an unknown function using random featur...
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05/24/2018