Frank Nielsen is affiliated with Sony Computer Science Laboratories in Japan. The primary areas of research cover a broad range within computer science, mathematics, and physics and astronomy. Their work contributes extensively to subfields such as statistical and nonlinear physics, statistics and probability, artificial intelligence, computer vision and pattern recognition, and computational theory and mathematics.
The topics central to their research include statistical mechanics and entropy, advanced statistical methods and models, topological and geometric data analysis, Bayesian methods and mixture models, mathematical inequalities and applications, neural networks and applications, and statistical methods and inference.
Frequent collaborators include Kazuki Okamura, Richard Nock, Rob Brekelmans, Frédéric Barbaresco, and Nicolas Dupin.
Notable recent papers by Frank Nielsen are:
Among frequent publication venues are:
Frank Nielsen has also contributed to academic books published by Springer Science+Business Media and Springer Vienna. These include:
In recognition of their professional standing, Frank Nielsen was awarded the ACM Senior Member distinction in 2007.
R. Nock;F. Nielsen
Gaëtan Hadjeres;François Pachet;Frank Nielsen
R. Nock;F. Nielsen
Frank Nielsen
Vincent Garcia;Eric Debreuve;Frank Nielsen;Michel Barlaud
F. Nielsen;R. Nock
Frank Nielsen
Frank Nielsen;Vincent Garcia
F. Nielsen;S. Boltz
Frank Nielsen;Rajendra Bhatia
Jean-Daniel Boissonnat;Frank Nielsen;Richard Nock
Gautier Marti;Frank Nielsen;Mikołaj Bińkowski;Philippe Donnat
Jean-Daniel Boissonnat;Frank Nielsen;Richard Nock
Shigeru Owada;Frank Nielsen;Kazuo Nakazawa;Takeo Igarashi
Meizhu Liu;B. C. Vemuri;Shun-Ichi Amari;F. Nielsen
B C Vemuri;Meizhu Liu;Shun-Ichi Amari;F Nielsen
Shigeru Owada;Frank Nielsen;Makoto Okabe;Takeo Igarashi
Frank Nielsen;Richard Nock
Frank Nielsen;Jean-Daniel Boissonnat;Richard Nock
Frank Nielsen
Frank Nielsen
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