Pareto-Optimal Data Compression for Binary Classification Tasks
The goal of lossy data compression is to reduce the storage cost of a data setXwhileretaining as much information as possible about something (Y) that you care about. For example, whataspects of an imageXcontain the most information about whether it depicts a cat? Mathematically,this corresponds to...
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| Format: | Article |
| Language: | English |
| Published: |
MDPI AG,
2021-09-20T18:21:17Z.
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| Subjects: | |
| Online Access: | Get fulltext |