Information Bottleneck: Theory and Applications in Deep Learning
The information bottleneck (IB) framework, proposed in [...]
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2020-12-01
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| Series: | Entropy |
| Subjects: | |
| Online Access: | https://www.mdpi.com/1099-4300/22/12/1408 |
| _version_ | 1827700121124470784 |
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| author | Bernhard C. Geiger Gernot Kubin |
| author_facet | Bernhard C. Geiger Gernot Kubin |
| author_sort | Bernhard C. Geiger |
| collection | DOAJ |
| description | The information bottleneck (IB) framework, proposed in [...] |
| first_indexed | 2024-03-10T14:05:55Z |
| format | Article |
| id | doaj.art-72c35e8632104678a151dd0a1c0f0b4b |
| institution | Directory Open Access Journal |
| issn | 1099-4300 |
| language | English |
| last_indexed | 2024-03-10T14:05:55Z |
| publishDate | 2020-12-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Entropy |
| spelling | doaj.art-72c35e8632104678a151dd0a1c0f0b4b2023-11-21T00:41:41ZengMDPI AGEntropy1099-43002020-12-012212140810.3390/e22121408Information Bottleneck: Theory and Applications in Deep LearningBernhard C. Geiger0Gernot Kubin1Know-Center GmbH, Inffeldgasse 13/6, 8010 Graz, AustriaSignal Processing and Speech Communication Laboratory, Graz University of Technology, Inffeldgasse 16c, 8010 Graz, AustriaThe information bottleneck (IB) framework, proposed in [...]https://www.mdpi.com/1099-4300/22/12/1408information bottleneckdeep learningneural networks |
| spellingShingle | Bernhard C. Geiger Gernot Kubin Information Bottleneck: Theory and Applications in Deep Learning Entropy information bottleneck deep learning neural networks |
| title | Information Bottleneck: Theory and Applications in Deep Learning |
| title_full | Information Bottleneck: Theory and Applications in Deep Learning |
| title_fullStr | Information Bottleneck: Theory and Applications in Deep Learning |
| title_full_unstemmed | Information Bottleneck: Theory and Applications in Deep Learning |
| title_short | Information Bottleneck: Theory and Applications in Deep Learning |
| title_sort | information bottleneck theory and applications in deep learning |
| topic | information bottleneck deep learning neural networks |
| url | https://www.mdpi.com/1099-4300/22/12/1408 |
| work_keys_str_mv | AT bernhardcgeiger informationbottlenecktheoryandapplicationsindeeplearning AT gernotkubin informationbottlenecktheoryandapplicationsindeeplearning |