Pattern recognition and machine learning
Probability Distributions -- Linear Models for Regression -- Linear Models for Classification -- Neural Networks -- Kernel Methods -- Sparse Kernel Machines -- Graphical Models -- Mixture Models and EM -- Approximate Inference -- Sampling Methods -- Continuous Latent Variables -- Sequential Data -- Combining Models
eBook, English, 2019
Springer Science+Business Media, LLC, New York, NY, 2019