Pattern recognition and machine learning
Guardat en:
| Autor principal: | |
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| Format: | Llibre |
| Idioma: | anglès |
| Publicat: |
New York, USA
Springer Science and Business Media
2006
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| Col·lecció: | Information Science and Statistics
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| Matèries: | |
| Accés en línia: | Disponible Online |
| Etiquetes: |
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Taula de continguts:
- 1 Introduction 2 Probability Distributions 3 Linear Models for Regression 4 Linear Models for Classification 5 Neural Networks 6 Kernel Methods 7 Sparse Kernel Machines 8 Graphical Models 9 Mixture Models and EM 10 Approximate Inference 11 Sampling Methods 12 Continuous Latent Variables 13 Sequential Data 14 Combining Models Appendix A Data Sets Appendix B Probability Distributions Appendix C Properties of Matrices Appendix D Calculus of Variations Appendix E Lagrange Multipliers References Index