Freely available in its PDF form from the author's website: faculty.marshall.usc.edu/gareth-james/ISL/
Contributors: Franzi Korner-Nievergelt, Tobias Roth, Stefanie von Felten, Jérôme Guélat, Bettina Almasi, Pius Korner-Nievergelt Bayesian Data Analysis in Ecology Using …
The dramatic growth in practical applications for machine learning over the last ten years has been accompanied by many important …
This is the first textbook on pattern recognition to present the Bayesian viewpoint. The book presents approximate inference algorithms that …
Today's Web-enabled deluge of electronic data calls for automated methods of data analysis. Machine learning provides these, developing methods that …