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Gaussian Processes for Machine Learning: Gaussian processes (GPs) provide a principled, practical, probabilitic approach to learning in kernel machines.... The MIT Press, 2006.

Gaussian Processes for Machine Learning. Chapter 5: Model Selection and Adaptation of Hyperparameters.

Talking Machines: Gaussian processes and OpenAI, with IIya Sutskever


Stochastic Analysis For Gaussian Random Processes And Fields: With Applications

Enjoy the reading!• Machine Learning, Neural Networks, and Statistical Classification• Bayesian Reasoning and Machine Learning• Gaussian Processes for Machine Learning• Information Theory, Inference, and Learning Algorithms• The Elements of Statistical Learning• A Course in Machine Learning• Introduc

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10 Free Machine Learning books