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Biographie et livres de Frank Nielsen

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Frank Nielsen was awarded his PhD on adaptive computational geometry (1996) from INRIA/University of Cote d’Azur (France).He is a fellow of Sony Computer Science Laboratories Inc. (Sony CSL, Tokyo) where he currently conducts research on the fundamentals and practice of geometric machine learning and intelligence.He taught at Ecole Polytechnique (France) visual computing (Charles River Media, 2005) and high-performance computing for data science (Springer, 2016), and currently serves the
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Téléchargez le livre : Geometric Structures of Statistical Physics, Information Geometry, and Learning
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Geometric Structures of Statistical Physics, Information Geometry, and Learning

Frédéric Barbaresco , Frank Nielsen

Springer

2021-06-27

PDF, ePub

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...

283,79 €

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Ebooks de Frank Nielsen en PDF et EPUB

5 Livre(s)
Télécharger le livre : Progress in Information Geometry
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Progress in Information Geometry
Frank Nielsen
This book focuses on information-geometric manifolds of structured data and models and related applied mathematics. It features new and fruitful interactions between several branches of science: Advanced Signal/Image/Video Processing, Complex Data Modeling and Analysis,...

Editeur : Springer
Parution : 2021-03-14
Collection : Signals and Communication Technology
PDF, ePub

137,14 €
Télécharger le livre : Geometric Structures of Information
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Geometric Structures of Information
Frank Nielsen
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...

Editeur : Springer
Parution : 2018-11-19
Collection : Signals and Communication Technology
PDF, ePub

147,69 €
Télécharger le livre : Computational Information Geometry
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Computational Information Geometry
Frank Critchley , Christopher T. J. Dodson , Frank Nielsen
This book focuses on the application and development of information geometric methods in the analysis, classification and retrieval of images and signals. It provides introductory chapters to help those new to information geometry and applies the theory to several...

Editeur : Springer
Parution : 2016-11-24
Collection : Signals and Communication Technology
PDF, ePub

116,04 €
Télécharger le livre : Geometric Theory of Information
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Geometric Theory of Information
Frank Nielsen
This book brings together geometric tools and their applications for Information analysis. It collects current and many uses of in the interdisciplinary fields of Information Geometry Manifolds in Advanced Signal, Image & Video Processing, Complex Data Modeling and...

Editeur : Springer
Parution : 2014-05-08
Collection : Signals and Communication Technology
ePub

94,94 €
Télécharger le livre : Matrix Information Geometry
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Matrix Information Geometry
Rajendra Bhatia , Frank Nielsen
This book presents advances in matrix and tensor data processing in the domain of signal, image and information processing. The theoretical mathematical approaches are discusses in the context of potential applications in sensor and cognitive systems engineering. The...

Editeur : Springer
Parution : 2012-08-07

ePub

147,69 €