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Frank NIELSEN
Frank NIELSEN
Sony Computer Science Laboratories Inc (Sony CSL)
Adresse e-mail validée de acm.org - Page d'accueil
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Statistical region merging
R Nock, F Nielsen
IEEE Transactions on pattern analysis and machine intelligence 26 (11), 1452 …, 2004
11152004
DeepBach: a Steerable Model for Bach Chorales Generation
G Hadjeres, F Pachet, F Nielsen
arXiv preprint, 2016
4762016
On weighting clustering
R Nock, F Nielsen
IEEE transactions on pattern analysis and machine intelligence 28 (8), 1223-1235, 2006
3432006
Hierarchical clustering
F Nielsen
Introduction to HPC with MPI for Data Science, 195-211, 2016
2562016
K-nearest neighbor search: Fast GPU-based implementations and application to high-dimensional feature matching
V Garcia, E Debreuve, F Nielsen, M Barlaud
2010 IEEE International Conference on Image Processing, 3757-3760, 2010
2302010
Sided and symmetrized Bregman centroids
F Nielsen, R Nock
IEEE transactions on Information Theory 55 (6), 2882-2904, 2009
2132009
Introduction to HPC with MPI for Data Science
F Nielsen
Springer, 2016
1972016
Statistical exponential families: A digest with flash cards
F Nielsen, V Garcia
arXiv preprint arXiv:0911.4863, 2009
1952009
Matrix information geometry
F Nielsen, R Bhatia
Springer, 2013
1762013
The burbea-rao and bhattacharyya centroids
F Nielsen, S Boltz
IEEE Transactions on Information Theory 57 (8), 5455-5466, 2011
1752011
An elementary introduction to information geometry
F Nielsen
Entropy 22 (10), 1100, 2020
1622020
On the chi square and higher-order chi distances for approximating f-divergences
F Nielsen, R Nock
IEEE Signal Processing Letters 21 (1), 10-13, 2013
1542013
Bregman voronoi diagrams
JD Boissonnat, F Nielsen, R Nock
Discrete & Computational Geometry 44, 281-307, 2010
1382010
On the Jensen–Shannon symmetrization of distances relying on abstract means
F Nielsen
Entropy 21 (5), 485, 2019
1292019
Shape retrieval using hierarchical total Bregman soft clustering
M Liu, BC Vemuri, S Amari, F Nielsen
IEEE Transactions on pattern analysis and machine intelligence 34 (12), 2407 …, 2012
1292012
Bregman Voronoi diagrams: Properties, algorithms and applications
F Nielsen, JD Boissonnat, R Nock
arXiv preprint arXiv:0709.2196, 2007
1282007
A sketching interface for modeling the internal structures of 3d shapes
S Owada, F Nielsen, K Nakazawa, T Igarashi
ACM SIGGRAPH 2006 Courses, 12-es, 2006
1272006
Total Bregman divergence and its applications to DTI analysis
BC Vemuri, M Liu, SI Amari, F Nielsen
IEEE Transactions on medical imaging 30 (2), 475-483, 2010
1222010
Volumetric illustration: Designing 3d models with internal textures
S Owada, F Nielsen, M Okabe, T Igarashi
ACM SIGGRAPH 2004 Papers, 322-328, 2004
1192004
A review of two decades of correlations, hierarchies, networks and clustering in financial markets
G Marti, F Nielsen, M Bińkowski, P Donnat
Progress in information geometry: Theory and applications, 245-274, 2021
1092021
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