ROBUSTNESS AND UNCERTAINTY ESTIMATION FOR DEEP NEURAL NETWORKS

Ph.D

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Bibliographic Details
Main Author:	JAY NANDY
Other Authors:	COMPUTER SCIENCE
Format:	Theses and Dissertations
Language:	English
Published:	2021
Subjects:	Adversarial Robustness, Dirichlet distribution, Out-of-Distribution, Predictive Uncertainty, Deep Learning, Machine Learning
Online Access:	https://scholarbank.nus.edu.sg/handle/10635/188048
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Institution:	National University of Singapore
Language:	English

id	sg-nus-scholar.10635-188048
record_format	dspace
spelling	sg-nus-scholar.10635-1880482021-04-01T13:10:50Z ROBUSTNESS AND UNCERTAINTY ESTIMATION FOR DEEP NEURAL NETWORKS JAY NANDY COMPUTER SCIENCE Wynne Hsu Mong Li Lee Adversarial Robustness, Dirichlet distribution, Out-of-Distribution, Predictive Uncertainty, Deep Learning, Machine Learning Ph.D DOCTOR OF PHILOSOPHY (SOC) 2021-03-31T18:00:32Z 2021-03-31T18:00:32Z 2020-08-18 Thesis JAY NANDY (2020-08-18). ROBUSTNESS AND UNCERTAINTY ESTIMATION FOR DEEP NEURAL NETWORKS. ScholarBank@NUS Repository. https://scholarbank.nus.edu.sg/handle/10635/188048 en
institution	National University of Singapore
building	NUS Library
continent	Asia
country	Singapore Singapore
content_provider	NUS Library
collection	ScholarBank@NUS
language	English
topic	Adversarial Robustness, Dirichlet distribution, Out-of-Distribution, Predictive Uncertainty, Deep Learning, Machine Learning
spellingShingle	Adversarial Robustness, Dirichlet distribution, Out-of-Distribution, Predictive Uncertainty, Deep Learning, Machine Learning JAY NANDY ROBUSTNESS AND UNCERTAINTY ESTIMATION FOR DEEP NEURAL NETWORKS
description	Ph.D
author2	COMPUTER SCIENCE
author_facet	COMPUTER SCIENCE JAY NANDY
format	Theses and Dissertations
author	JAY NANDY
author_sort	JAY NANDY
title	ROBUSTNESS AND UNCERTAINTY ESTIMATION FOR DEEP NEURAL NETWORKS
title_short	ROBUSTNESS AND UNCERTAINTY ESTIMATION FOR DEEP NEURAL NETWORKS
title_full	ROBUSTNESS AND UNCERTAINTY ESTIMATION FOR DEEP NEURAL NETWORKS
title_fullStr	ROBUSTNESS AND UNCERTAINTY ESTIMATION FOR DEEP NEURAL NETWORKS
title_full_unstemmed	ROBUSTNESS AND UNCERTAINTY ESTIMATION FOR DEEP NEURAL NETWORKS
title_sort	robustness and uncertainty estimation for deep neural networks
publishDate	2021
url	https://scholarbank.nus.edu.sg/handle/10635/188048
_version_	1696984279567826944

ROBUSTNESS AND UNCERTAINTY ESTIMATION FOR DEEP NEURAL NETWORKS

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