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Information Bottleneck Theory Based Exploration of Cascade Learning

In solving challenging pattern recognition problems, deep neural networks have shown excellent performance by forming powerful mappings between inputs and targets, learning representations (features) and making subsequent predictions. A recent tool to help understand how representations are formed i...

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Autores principales: Xin Du, Katayoun Farrahi, Mahesan Niranjan
Formato: Artigo
Lenguaje:Inglês
Publicado: MDPI AG 2021-10-01
Colección:Entropy
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Acceso en línea:https://www.mdpi.com/1099-4300/23/10/1360
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