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MEGA VÝHODNÉ
This book focuses on information geometry manifolds of structured data/information and their advanced applications featuring new and fruitful interactions between several branches of science: information science, mathematics and physics. It addresses interrelations between different mathematical...
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This book focuses on information geometry manifolds of structured data/information and their advanced applications featuring new and fruitful interactions between several branches of science: information science, mathematics and physics. It addresses interrelations between different mathematical domains like shape spaces, probability/optimization & algorithms on manifolds, relational and discrete metric spaces, computational and Hessian information geometry, algebraic/infinite dimensional/Banach information manifolds, divergence geometry, tensor-valued morphology, optimal transport theory, manifold & topology learning, and applications like geometries of audio-processing, inverse problems and signal processing.
The book collects the most important contributions to the conference GSI'2017 - Geometric Science of Information.
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- Nakladatel: Springer, Berlin
- Kód:
- Rok vydání: 2019
- Jazyk: Angličtina
- Vazba: Gebunden
- Šířka balení: 15.5 cm
- Výška balení: 23.5 cm
- Hloubka balení: 3 cm
- Váha balení: 764 g
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