Richard Nock
Richard Nock
Unknown affiliation
Verified email at uniagro.fr
TitleCited byYear
Statistical region merging
R Nock, F Nielsen
IEEE Transactions on pattern analysis and machine intelligence 26 (11), 1452 …, 2004
8462004
On weighting clustering
R Nock, F Nielsen
IEEE transactions on pattern analysis and machine intelligence 28 (8), 1223-1235, 2006
2902006
Sided and symmetrized Bregman centroids
F Nielsen, R Nock
IEEE transactions on Information Theory 55 (6), 2882-2904, 2009
1602009
Making deep neural networks robust to label noise: A loss correction approach
G Patrini, A Rozza, A Krishna Menon, R Nock, L Qu
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017
139*2017
A hybrid filter/wrapper approach of feature selection using information theory
M Sebban, R Nock
Pattern Recognition 35 (4), 835-846, 2002
1392002
On bregman voronoi diagrams
F Nielsen, JD Boissonnat, R Nock
Proceedings of the eighteenth annual ACM-SIAM symposium on Discrete …, 2007
1112007
Bregman voronoi diagrams
JD Boissonnat, F Nielsen, R Nock
Discrete & Computational Geometry 44 (2), 281-307, 2010
1052010
Learning and evaluation in the presence of class hierarchies: Application to text categorization
S Kiritchenko, S Matwin, R Nock, AF Famili
Conference of the Canadian Society for Computational Studies of Intelligence …, 2006
822006
Bregman divergences and surrogates for learning
R Nock, F Nielsen
IEEE Transactions on Pattern Analysis and Machine Intelligence 31 (11), 2048 …, 2008
692008
Semi-supervised statistical region refinement for color image segmentation
R Nock, F Nielsen
Pattern Recognition 38 (6), 835-846, 2005
602005
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
582013
Fitting the smallest enclosing Bregman ball
R Nock, F Nielsen
European Conference on Machine Learning, 649-656, 2005
582005
On the smallest enclosing information disk
F Nielsen, R Nock
Information Processing Letters 105 (3), 93-97, 2008
542008
A Real generalization of discrete AdaBoost
R Nock, F Nielsen
Artificial Intelligence 171 (1), 25-41, 2007
482007
Approximating smallest enclosing balls with applications to machine learning
F Nielsen, R Nock
International Journal of Computational Geometry & Applications 19 (05), 389-414, 2009
462009
Mixed Bregman clustering with approximation guarantees
R Nock, P Luosto, J Kivinen
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2008
462008
On region merging: The statistical soundness of fast sorting, with applications
F Nielsen, R Nock
2003 IEEE Computer Society Conference on Computer Vision and Pattern …, 2003
462003
Loss factorization, weakly supervised learning and label noise robustness
G Patrini, F Nielsen, R Nock, M Carioni
International conference on machine learning, 708-717, 2016
442016
A closed-form expression for the Sharma–Mittal entropy of exponential families
F Nielsen, R Nock
Journal of Physics A: Mathematical and Theoretical 45 (3), 032003, 2011
442011
Entropies and cross-entropies of exponential families
F Nielsen, R Nock
2010 IEEE International Conference on Image Processing, 3621-3624, 2010
422010
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