Exercise sessions will take place on thursdays, 15.30-17.00 in C015.
September 6 | |
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September 13 | |
September 20 | |
September 28 | |
October 4 | |
October 11 | |
October 18 | |
October 31 | |
November 8 | |
November 15 | |
November 22 | |
November 29 |
The main reference for the first two thirds of the course will be
Thomas M. Cover, Joy A. Thomas: Elements of Information Theory, Wiley, 2006
The last third of the course mostly uses
Michael W. Berry, Murray Browne: Understanding search engines: Mathematical
Modeling and Text Retrieval, SIAM, 2005 and
Amy N. Langville, Carl D. Meyer: Google's PageRank and Beyond - The Science
of Search Engine Rankings, Princeton, 2006
Two additional references whose full text can be viewed online are
David
MacKay: Information Theory, Inference, and Learning Algorithms, Cambridge,
2003 and
David Easley,
Jon Kleinberg: Networks, Crowds, and Markets, Cambridge, 2010
Further references will be given in the course.
Notes from earlier course: These notes were written during the term and immediately put online. The may contain quite a few minor (and possibly even major) errors. The present version was slightly expanded for this year's course. If you find any errors or have any comments, please contact me.
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