1
Probabilistic machine learning : an introduction /
Book
...Adaptive computation and machine learning...
Table of Contents 
2
Knowledge graphs : fundamentals, techniques, and applications /
Book
...Adaptive computation and machine learning series...
Table of Contents 
3
Reinforcement learning : an introduction /
Book
...Adaptive computation and machine learning...
Table of Contents 
4
Deep learning /
Book
...Adaptive computation and machine learning...
Table of Contents 
5
Machine learning in non-stationary environments : introduction to covariate shift adaptation [E-Book] /
6
Boosting : foundations and algorithms [E-Book] /
...Adaptive computation and machine learning...

Full text 
7
Probabilistic graphical models : principles and techniques /
Book
...Adaptive computation and machine learning...
Table of Contents 
8
Introduction to statistical relational learning /
Book
...Adaptive computation and machine learning...
Table of Contents 
9
The minimum description length principle / [E-Book]
...Adaptive computation and machine learning...

Full text 
10
Semi-supervised learning /
Book
...Adaptive computation and machine learning...
Table of Contents 
11
Gaussian processes for machine learning / [E-Book]
...Adaptive computation and machine learning...

Full text 
12
Semi-supervised learning / [E-Book]
...Adaptive computation and machine learning...

Full text 
13
Learning kernel classifiers : theory and algorithms /
Book
...Adaptive computation and machine learning....
14
Learning with kernels : support vector machines, regularization, optimization and beyond /
Book
...Adaptive computation and machine learning....
Table of Contents 
15
Learning with kernels : support vector machines, regularization, optimization, and beyond [E-Book] /
16
Bioinformatics : the machine learning approach [E-Book] /
...Adaptive computation and machine learning...

Full text