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Statistical Physics, Optimization, Inference, and Message-Passing Algorithms - Lecture Notes of the Les Houches School of Physics: Special Issue, October 2013 (Hardcover)
Loot Price: R1,858
Discovery Miles 18 580
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Statistical Physics, Optimization, Inference, and Message-Passing Algorithms - Lecture Notes of the Les Houches School of Physics: Special Issue, October 2013 (Hardcover)
Series: Lecture Notes of the Les Houches Summer School
Expected to ship within 12 - 17 working days
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In the last decade, there have been an increasing convergence of
interest and methods between theoretical physics and fields as
diverse as probability, machine learning, optimization and
compressed sensing. In particular, many theoretical and applied
works in statistical physics and computer science have relied on
the use of message passing algorithms and their connection to
statistical physics of spin glasses. The aim of this book,
especially adapted to PhD students, post-docs, and young
researchers, is to present the background necessary for entering
this fast developing field.
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