Lie Group Machine Learning - Fanzhang Li,Zhao Zhang,Li Zhang
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Saadetis 17-23 tööpäeva jooksul
30-päevane tagastamisõigus
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 ... Täielik kirjeldus
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Kirjeldus
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.
Lisateave
| Autor | Fanzhang Li, Zhao Zhang, Li Zhang |
|---|---|
| Kirjastaja | De Gruyter |
| Väljalaskeaasta | 2024 |
| Kaanetüüp | Kõvakaaneline |
| EAN | 9783110500684 |