Characterizations of how neural networks learn

Training neural network architectures on Internet-scale datasets has led to many recent advances in machine learning. However, the mechanisms underlying how neural networks learn from data are largely opaque. This thesis develops a mechanistic understanding of how neural networks learn in several se...

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Bibliographic Details
Main Author: Boix-Adsera, Enric
Other Authors: Bresler, Guy
Format: Thesis
Published: Massachusetts Institute of Technology 2024
Online Access:https://hdl.handle.net/1721.1/156306