Improved bounds on the sample complexity of learning

Improved bounds on the sample complexity of learning

10.1006/jcss.2000.1741

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Bibliographic Details
Main Authors: Li, Y., Long, P.M., Srinivasan, A.
Other Authors: MATERIALS SCIENCE
Format: Article
Published: 2013
Subjects:
Agnostic learning
Empirical process theory
Machine learning
PAC learning
Sample complexity
Online Access:http://scholarbank.nus.edu.sg/handle/10635/43067
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Institution: National University of Singapore
id sg-nus-scholar.10635-43067
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spelling sg-nus-scholar.10635-430672023-10-30T22:41:36Z Improved bounds on the sample complexity of learning Li, Y. Long, P.M. Srinivasan, A. MATERIALS SCIENCE COMPUTER SCIENCE Agnostic learning Empirical process theory Machine learning PAC learning Sample complexity 10.1006/jcss.2000.1741 Journal of Computer and System Sciences 62 3 516-527 JCSSB 2013-07-23T09:24:03Z 2013-07-23T09:24:03Z 2001 Article Li, Y., Long, P.M., Srinivasan, A. (2001). Improved bounds on the sample complexity of learning. Journal of Computer and System Sciences 62 (3) : 516-527. ScholarBank@NUS Repository. https://doi.org/10.1006/jcss.2000.1741 00220000 http://scholarbank.nus.edu.sg/handle/10635/43067 000168461300006 Scopus
institution National University of Singapore
building NUS Library
continent Asia
country Singapore
Singapore
content_provider NUS Library
collection ScholarBank@NUS
topic Agnostic learning
Empirical process theory
Machine learning
PAC learning
Sample complexity
spellingShingle Agnostic learning
Empirical process theory
Machine learning
PAC learning
Sample complexity
Li, Y.
Long, P.M.
Srinivasan, A.
Improved bounds on the sample complexity of learning
description 10.1006/jcss.2000.1741
author2 MATERIALS SCIENCE
author_facet MATERIALS SCIENCE
Li, Y.
Long, P.M.
Srinivasan, A.
format Article
author Li, Y.
Long, P.M.
Srinivasan, A.
author_sort Li, Y.
title Improved bounds on the sample complexity of learning
title_short Improved bounds on the sample complexity of learning
title_full Improved bounds on the sample complexity of learning
title_fullStr Improved bounds on the sample complexity of learning
title_full_unstemmed Improved bounds on the sample complexity of learning
title_sort improved bounds on the sample complexity of learning
publishDate 2013
url http://scholarbank.nus.edu.sg/handle/10635/43067
_version_ 1781411199204720640

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