TOWARDS SCALABLE GRADIENT-BASED HYPERPARAMETER OPTIMIZATION IN DEEP NEURAL NETWORKS

Ph.D

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Main Author:	FU JIE
Other Authors:	NUS GRAD SCH FOR INTEGRATIVE SCI & ENGG
Format:	Theses and Dissertations
Language:	English
Published:	2017
Subjects:	hyperparameter optimization, deep neural networks
Online Access:	http://scholarbank.nus.edu.sg/handle/10635/136271
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Institution:	National University of Singapore
Language:	English

id	sg-nus-scholar.10635-136271
record_format	dspace
spelling	sg-nus-scholar.10635-1362712017-08-01T14:11:17Z TOWARDS SCALABLE GRADIENT-BASED HYPERPARAMETER OPTIMIZATION IN DEEP NEURAL NETWORKS FU JIE NUS GRAD SCH FOR INTEGRATIVE SCI & ENGG CHUA TAT SENG hyperparameter optimization, deep neural networks Ph.D DOCTOR OF PHILOSOPHY 2017-07-31T18:00:46Z 2017-07-31T18:00:46Z 2016-08-19 Thesis FU JIE (2016-08-19). TOWARDS SCALABLE GRADIENT-BASED HYPERPARAMETER OPTIMIZATION IN DEEP NEURAL NETWORKS. ScholarBank@NUS Repository. http://scholarbank.nus.edu.sg/handle/10635/136271 NOT_IN_WOS en
institution	National University of Singapore
building	NUS Library
country	Singapore
collection	ScholarBank@NUS
language	English
topic	hyperparameter optimization, deep neural networks
spellingShingle	hyperparameter optimization, deep neural networks FU JIE TOWARDS SCALABLE GRADIENT-BASED HYPERPARAMETER OPTIMIZATION IN DEEP NEURAL NETWORKS
description	Ph.D
author2	NUS GRAD SCH FOR INTEGRATIVE SCI & ENGG
author_facet	NUS GRAD SCH FOR INTEGRATIVE SCI & ENGG FU JIE
format	Theses and Dissertations
author	FU JIE
author_sort	FU JIE
title	TOWARDS SCALABLE GRADIENT-BASED HYPERPARAMETER OPTIMIZATION IN DEEP NEURAL NETWORKS
title_short	TOWARDS SCALABLE GRADIENT-BASED HYPERPARAMETER OPTIMIZATION IN DEEP NEURAL NETWORKS
title_full	TOWARDS SCALABLE GRADIENT-BASED HYPERPARAMETER OPTIMIZATION IN DEEP NEURAL NETWORKS
title_fullStr	TOWARDS SCALABLE GRADIENT-BASED HYPERPARAMETER OPTIMIZATION IN DEEP NEURAL NETWORKS
title_full_unstemmed	TOWARDS SCALABLE GRADIENT-BASED HYPERPARAMETER OPTIMIZATION IN DEEP NEURAL NETWORKS
title_sort	towards scalable gradient-based hyperparameter optimization in deep neural networks
publishDate	2017
url	http://scholarbank.nus.edu.sg/handle/10635/136271
_version_	1681097765255380992

TOWARDS SCALABLE GRADIENT-BASED HYPERPARAMETER OPTIMIZATION IN DEEP NEURAL NETWORKS

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