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Supervised Learning : Mathematical Foundations and Real-world Applications / Dalia Chakrabarty.
- Format:
- Book
- Author/Creator:
- Chakrabarty, Dalia, Department of Mathematics, Brunel University London., author.
- Language:
- English
- Subjects (All):
- Supervised learning (Machine learning).
- Physical Description:
- 1 online resource (344 pages).
- Edition:
- First edition.
- Place of Publication:
- Boca Raton : CRC Press, Taylor & Francis Group, 2025.
- Contents:
- Foreword Preface Acknowledgements 1. Inter-variable relationships 2. Bayesianism 3. Supervised learning & prediction, using Gaussian Processes 4. Covariance kernels suitable for real-world data 5. Learning a high-dimensional function 6. A self-assembled prior on correlation matrices Bibliography Index
- Notes:
- "A Chapman & Hall Book."
- Electronic reproduction. London Available via World Wide Web.
- Online resource; title from PDF title page (Taylor & Francis, viewed February 25, 2025).
- ISBN:
- 9781003296331
- 1003296335
- 9781040324110
- 1040324118
- 9781040323663
- 1040323669
- Publisher Number:
- 90101469093
- Access Restriction:
- Restricted for use by site license.
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