Information Theory course : References
Information theory:
Information theory, inference, and learning algorithms
: David MacKay (free)
Elements of information theory (2nd edition)
: Thomas Cover & Joy Thomas
Notes by Jérémy Bensadon of
courses by Yann Ollivier
More machine learning ?
Pattern recognition and machine learning
: Christopher Bishop
The elements of statistical learning (data mining, inference, and prediction)
: Trevor Hastie, Robert Tibshirani & Jerome Friedman
Gaussian processes for Machine Learning
: Carl Rasmussen and Christopher Williams
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