Geometric Structures of Information

Frank Nielsen

Informasi Umum

Kode

21.21.616

Klasifikasi

005 - information technology

Jenis

Buku - Elektronik (E-Book)

Subjek

Geometri

No. Rak

Dilihat

135 kali

Informasi Lainnya

Abstraksi

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.