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Journal article

Quantum rate-distortion coding of relevant information

Abstract:

IEEE Rate-distortion theory provides bounds for compressing data produced by an information source to a specified encoding rate that is strictly less than the source’s entropy. This necessarily entails some loss, or distortion, between the original source data and the best approximation after decompression. The so-called Information Bottleneck Method is designed to compress only ‘relevant’ information. Which information is relevant is determined by the correlation between the data being compr...

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Publication status:
Published
Peer review status:
Peer reviewed

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Publisher copy:
10.1109/tit.2018.2878412

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Institution:
University of Oxford
Division:
MPLS Division
Department:
Computer Science
Department:
Unknown
Role:
Author
Publisher:
Institute of Electrical and Electronics Engineers Publisher's website
Journal:
IEEE Transactions on Information Theory Journal website
Volume:
65
Issue:
4
Pages:
2603-2613
Publication date:
2018-10-29
DOI:
EISSN:
1557-9654
ISSN:
0018-9448
Source identifiers:
942219
Keywords:
Pubs id:
pubs:942219
UUID:
uuid:1e5927f4-d7c8-4b03-9c8e-d008a35a32fc
Local pid:
pubs:942219
Deposit date:
2019-02-20

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