Northwestern University

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Filtering by: Keyword Machine Learning Keyword Statistical Physics Subject Statistical physics

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Towards Understanding Deep Learning via Statistical Physics

Description:

Deep neural networks have achieved remarkable success in the past decade on tasks that were out of reach prior to the era of deep learning. Amongst the myriad reasons for these successes are powerful computational resources, large datasets, new optimization algorithms, and modern architecture designs. Most of the reasons are...

Keyword:

Statistical Physics, Deep Learning, and Machine Learning

Subject:

Statistical physics

Creator:

Wei, Mingwei

Owner:

Scholarly Digital Publishing

Language:

en

Date Uploaded:

02/01/2021

Date Created:

2020-01-01

Resource Type:

Dissertation

Alternate Identifier:

etdadmin_upload_777448 and http://dissertations.umi.com/northwestern:15367