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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)
Florent Krzakala, Federico Ricci Tersenghi, Lenka Zdeborova, Riccardo Zecchina, Eric W. Tramel, …
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R2,003
Discovery Miles 20 030
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Ships in 12 - 19 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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