Lie Group Machine Learning - Fanzhang Li,Zhao Zhang,Li Zhang
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This book explains deep learning concepts and derives semi-supervised learning and nuclear learning frameworks based on cognition mechanism and Lie group theory. It further discusses algorithms and applications in tensor learning, spectrum estimation learning, Finsler geometry learning, Homology boundary learning, and prototype theory. With abundant case studies, the book is a self-contained introductory fo ... Visas aprašymas
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This book explains deep learning concepts and derives semi-supervised learning and nuclear learning frameworks based on cognition mechanism and Lie group theory. It further discusses algorithms and applications in tensor learning, spectrum estimation learning, Finsler geometry learning, Homology boundary learning, and prototype theory. With abundant case studies, the book is a self-contained introductory for computer scientists and engineers.
Daugiau informacijos
| Autorius | Fanzhang Li, Zhao Zhang, Li Zhang |
|---|---|
| Leidėjas | De Gruyter |
| Išleidimo metai | 2024 |
| Viršelio tipas | Kieti viršeliai |
| EAN | 9783110500684 |