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Geometric Structures of Statistical Physics, Information Geometry, and Learning: SPIGL'20, Les Houches, France, July 27-31

By Frïdïric Barbaresco (Editor), Frank Nielsen (Editor)
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$269.00
By Frïdïric Barbaresco (Editor), Frank Nielsen (Editor)
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Machine learning and artificial intelligence increasingly use methodological tools rooted in statistical physics. Conversely, limitations and pitfalls encountered in AI question the very foundations of statistical physics. This interplay between AI and statistical physics has been attested since the birth of AI, and principles underpinning statistical physics can shed new light on the conceptual basis of AI. During the last fifty years, statistical physics has been investigated through new ...

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Science & TechnologyMathematicsMathematics - Applied