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Metric Learning - Synthesis Lectures on Artificial Intelligence and Machine Learning Aurelien Bellet
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Metric Learning - Synthesis Lectures on Artificial Intelligence and Machine Learning
Aurelien Bellet
Table of Contents: Introduction / Metrics / Properties of Metric Learning Algorithms / Linear Metric Learning / Nonlinear and Local Metric Learning / Metric Learning for Special Settings / Metric Learning for Structured Data / Generalization Guarantees for Metric Learning / Applications / Conclusion / Bibliography / Authors' Biographies
| Medien | Bücher Taschenbuch (Buch mit Softcover und geklebtem Rücken) |
| Erscheinungsdatum | 12. Februar 2015 |
| ISBN13 | 9783031004445 |
| Verlag | Springer International Publishing AG |
| Seitenanzahl | 139 |
| Maße | 190 × 235 × 14 mm · 296 g |
| Sprache | Englisch |
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