| Statistical region merging R Nock, F Nielsen IEEE Transactions on pattern analysis and machine intelligence 26 (11), 1452 …, 2004 | 1179 | 2004 |
| DeepBach: a Steerable Model for Bach Chorales Generation G Hadjeres, F Pachet, F Nielsen arXiv preprint, 2016 | 563 | 2016 |
| Hierarchical clustering F Nielsen Introduction to HPC with MPI for Data Science, 195-211, 2016 | 458 | 2016 |
| On weighting clustering R Nock, F Nielsen IEEE transactions on pattern analysis and machine intelligence 28 (8), 1223-1235, 2006 | 357 | 2006 |
| Hydronephrosis during pregnancy: a literature survey PE Rasmussen, FR Nielsen European Journal of Obstetrics & Gynecology and Reproductive Biology 27 (3 …, 1988 | 297 | 1988 |
| Introduction to HPC with MPI for Data Science F Nielsen Springer, 2016 | 261 | 2016 |
| 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 | 244 | 2010 |
| Effect of mattress and pillow encasings on children with asthma and house dust mite allergy S Halken, A Høst, U Niklassen, LG Hansen, F Nielsen, S Pedersen, ... Journal of allergy and clinical immunology 111 (1), 169-176, 2003 | 238 | 2003 |
| Sided and symmetrized Bregman centroids F Nielsen, R Nock IEEE transactions on Information Theory 55 (6), 2882-2904, 2009 | 226 | 2009 |
| An elementary introduction to information geometry F Nielsen Entropy 22 (10), 1100, 2020 | 222 | 2020 |
| Statistical exponential families: A digest with flash cards F Nielsen, V Garcia arXiv preprint arXiv:0911.4863, 2009 | 207 | 2009 |
| The burbea-rao and bhattacharyya centroids F Nielsen, S Boltz IEEE Transactions on Information Theory 57 (8), 5455-5466, 2011 | 194 | 2011 |
| On the Jensen–Shannon symmetrization of distances relying on abstract means F Nielsen Entropy 21 (5), 485, 2019 | 187 | 2019 |
| An open study comparing manual therapy with the use of cold packs in the treatment of post‐traumatic headache OK Jensen, FF Nielsen, L Vosmar Cephalalgia 10 (5), 241-250, 1990 | 180 | 1990 |
| Matrix information geometry F Nielsen, R Bhatia Springer, 2013 | 171 | 2013 |
| 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 | 166 | 2013 |
| Portfolio of risk premia: A new approach to diversification J Bender, R Briand, F Nielsen, D Stefek Available at SSRN 2543991, 2009 | 147 | 2009 |
| Bregman voronoi diagrams JD Boissonnat, F Nielsen, R Nock Discrete & Computational Geometry 44, 281-307, 2010 | 142 | 2010 |
| 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 | 140 | 2021 |
| The Bjerkreim-Sokndal layered intrusion, Southwest Norway JR Wilson, B Robins, FM Nielsen, JC Duchesne, J Vander Auwera Developments in Petrology 15, 231-255, 1996 | 137 | 1996 |
| Biodegradable guide for bone regeneration: polyurethane membranes tested in rabbit radius defects FF Nielsen, T Karring, S Gogolewski Acta Orthopaedica Scandinavica 63 (1), 66-69, 1992 | 133 | 1992 |
| 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 | 130 | 2012 |
| 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 | 130 | 2006 |
| 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 | 129 | 2016 |
| Bregman Voronoi diagrams: Properties, algorithms and applications F Nielsen, JD Boissonnat, R Nock arXiv preprint arXiv:0709.2196, 2007 | 129 | 2007 |
| 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 | 126 | 2010 |
| Volumetric illustration: Designing 3d models with internal textures S Owada, F Nielsen, M Okabe, T Igarashi ACM SIGGRAPH 2004 Papers, 322-328, 2004 | 121 | 2004 |
| Image processing apparatus and image processing method for non-planar image, storage medium, and computer program F Nielsen, K Suzuki US Patent 7,483,590, 2009 | 110 | 2009 |
| Sinkhorn autoencoders G Patrini, R Van den Berg, P Forre, M Carioni, S Bhargav, M Welling, ... Uncertainty in Artificial Intelligence, 733-743, 2020 | 108 | 2020 |
| Entropies and cross-entropies of exponential families F Nielsen, R Nock 2010 IEEE International Conference on Image Processing, 3621-3624, 2010 | 105 | 2010 |
| On a generalization of the Jensen–Shannon divergence and the Jensen–Shannon centroid F Nielsen Entropy 22 (2), 221, 2020 | 104 | 2020 |
| A family of statistical symmetric divergences based on Jensen's inequality F Nielsen arXiv preprint arXiv:1009.4004, 2010 | 104 | 2010 |
| Statistical computing on manifolds: from Riemannian geometry to computational anatomy X Pennec LIX Fall Colloquium on Emerging Trends in Visual Computing, 347-386, 2008 | 98 | 2008 |
| The influence of sex and pre‐traumatic headache on the incidence and severity of headache after head injury OK Jensen, FF Nielsen Cephalalgia 10 (6), 285-293, 1990 | 98 | 1990 |
| Method and apparatus for image projection, and apparatus controlling image projection K Binsted, F Nielsen, C Pinhanez US Patent 6,554,431, 2003 | 93 | 2003 |
| An information-geometric characterization of Chernoff information F Nielsen IEEE Signal Processing Letters 20 (3), 269-272, 2013 | 91 | 2013 |
| A vector autoregressive model for electricity prices subject to long memory and regime switching N Haldrup, FS Nielsen, MØ Nielsen Energy Economics 32 (5), 1044-1058, 2010 | 88 | 2010 |
| A familial reciprocal translocation t (3; 7)(p21. 1; p13) associated with the Greig polysyndactyly‐craniofacial anomalies syndrome N Tommerup, F Nielsen, JM Opitz American journal of medical genetics 16 (3), 313-321, 1983 | 87 | 1983 |
| Bregman divergences and surrogates for learning R Nock, F Nielsen IEEE Transactions on Pattern Analysis and Machine Intelligence 31 (11), 2048 …, 2008 | 86 | 2008 |
| 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 | 85 | 2011 |
| Guaranteed bounds on information-theoretic measures of univariate mixtures using piecewise log-sum-exp inequalities F Nielsen, K Sun Entropy 18 (12), 442, 2016 | 82 | 2016 |
| Visual computing: Geometry, graphics, and vision (graphics series) F Nielsen Charles River Media, Inc., 2005 | 81 | 2005 |
| Volume catcher S Owada, F Nielsen, T Igarashi Proceedings of the 2005 symposium on Interactive 3D graphics and games, 111-116, 2005 | 79 | 2005 |
| Fitting the smallest enclosing Bregman ball R Nock, F Nielsen European Conference on Machine Learning, 649-656, 2005 | 77 | 2005 |
| Total Bregman divergence and its applications to shape retrieval M Liu, BC Vemuri, SI Amari, F Nielsen 2010 IEEE Computer Society Conference on Computer Vision and Pattern …, 2010 | 75 | 2010 |
| Combinatorial optimization algorithms for radio network planning P Calégari, F Guidec, P Kuonen, F Nielsen Theoretical Computer Science 263 (1-2), 235-245, 2001 | 75 | 2001 |
| GLSR-VAE: Geodesic latent space regularization for variational autoencoder architectures G Hadjeres, F Nielsen, F Pachet arXiv preprint arXiv:1707.04588, 2017 | 73 | 2017 |
| Influence of indomethacin on bone turnover related to orthodontic tooth movement in miniature pigs D Giunta, J Keller, FF Nielsen, B Melsen American Journal of Orthodontics and Dentofacial Orthopedics 108 (4), 361-366, 1995 | 71 | 1995 |
| Hyperbolic Voronoi diagrams made easy F Nielsen, R Nock 2010 International Conference on Computational Science and Its Applications …, 2010 | 68 | 2010 |
| C-reactive protein during normal pregnancy FR Nielsen, KM Bek, PE Rasmussen, I Qvist, M Tobiassen European Journal of Obstetrics & Gynecology 35 (1), 23-27, 1990 | 68 | 1990 |
| On the smallest enclosing information disk F Nielsen, R Nock Information Processing Letters 105 (3), 93-97, 2008 | 67 | 2008 |
| Semi-supervised statistical region refinement for color image segmentation R Nock, F Nielsen Pattern Recognition 38 (6), 835-846, 2005 | 67 | 2005 |
| Approximating smallest enclosing balls with applications to machine learning F Nielsen, R Nock International Journal of Computational Geometry & Applications 19 (05), 389-414, 2009 | 66 | 2009 |
| Bregman vantage point trees for efficient nearest neighbor queries F Nielsen, P Piro, M Barlaud 2009 IEEE International Conference on Multimedia and Expo, 878-881, 2009 | 66 | 2009 |
| Fast stabbing of boxes in high dimensions F Nielsen Theoretical Computer Science 246 (1-2), 53-72, 2000 | 66 | 2000 |
| Chernoff information of exponential families F Nielsen arXiv preprint arXiv:1102.2684, 2011 | 65 | 2011 |
| Surround video: a multihead camera approach F Nielsen The visual computer 21, 92-103, 2005 | 65 | 2005 |
| Local polynomial Whittle estimation of perturbed fractional processes P Frederiksen, FS Nielsen, MØ Nielsen Journal of Econometrics 167 (2), 426-447, 2012 | 64 | 2012 |
| A real generalization of discrete AdaBoost R Nock, F Nielsen Artificial Intelligence 171 (1), 25-41, 2007 | 64 | 2007 |
| Total Jensen divergences: definition, properties and clustering F Nielsen, R Nock 2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015 | 63 | 2015 |
| Dynamic data structures for fat objects and their applications A Efrat, MJ Katz, F Nielsen, M Sharir Computational Geometry 15 (4), 215-227, 2000 | 63 | 2000 |
| Uterine contraction induced by Tanzanian plants used to induce abortion T Nikolajsen, F Nielsen, V Rasch, PH Sørensen, F Ismail, U Kristiansen, ... Journal of ethnopharmacology 137 (1), 921-925, 2011 | 61 | 2011 |
| 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 | 60 | 2003 |
| Anticipation-RNN: Enforcing unary constraints in sequence generation, with application to interactive music generation G Hadjeres, F Nielsen Neural Computing and Applications 32 (4), 995-1005, 2020 | 59 | 2020 |
| On conformal divergences and their population minimizers R Nock, F Nielsen, S Amari IEEE Transactions on Information Theory 62 (1), 527-538, 2015 | 59 | 2015 |
| On R\'enyi and Tsallis entropies and divergences for exponential families F Nielsen, R Nock arXiv preprint arXiv:1105.3259, 2011 | 59 | 2011 |
| Simplification and hierarchical representations of mixtures of exponential families V Garcia, F Nielsen Signal Processing 90 (12), 3197-3212, 2010 | 56 | 2010 |
| On the efficient minimization of classification calibrated surrogates R Nock, F Nielsen Advances in neural information processing systems 21, 2008 | 56 | 2008 |
| Guaranteed bounds on the Kullback–Leibler divergence of univariate mixtures F Nielsen, K Sun IEEE Signal Processing Letters 23 (11), 1543-1546, 2016 | 54 | 2016 |
| An output-sensitive convex hull algorithm for planar objects F Nielsen, M Yvinec | 53 | 1995 |
| Tsallis regularized optimal transport and ecological inference B Muzellec, R Nock, G Patrini, F Nielsen Proceedings of the AAAI conference on artificial intelligence 31 (1), 2017 | 52 | 2017 |
| On approximating the Riemannian 1-center M Arnaudon, F Nielsen Computational Geometry 46 (1), 93-104, 2013 | 52 | 2013 |
| Closed-form information-theoretic divergences for statistical mixtures F Nielsen Proceedings of the 21st International Conference on Pattern Recognition …, 2012 | 52 | 2012 |
| Generalized Bhattacharyya and Chernoff upper bounds on Bayes error using quasi-arithmetic means F Nielsen Pattern Recognition Letters 42, 25-34, 2014 | 51 | 2014 |
| G-protein coupled receptor signaling architecture of mammalian immune cells N Polouliakh, R Nock, F Nielsen, H Kitano PLoS One 4 (1), e4189, 2009 | 51 | 2009 |
| k-MLE: A fast algorithm for learning statistical mixture models F Nielsen 2012 IEEE international conference on acoustics, speech and signal …, 2012 | 50 | 2012 |
| Picture processing method and apparatus F Nielsen US Patent 6,591,011, 2003 | 48 | 2003 |
| Cramér-Rao lower bound and information geometry F Nielsen Connected at Infinity II: A Selection of Mathematics by Indians, 18-37, 2013 | 43 | 2013 |
| Levels of details for gaussian mixture models V Garcia, F Nielsen, R Nock Asian Conference on Computer Vision, 514-525, 2009 | 43 | 2009 |
| On Clustering Histograms with k-Means by Using Mixed α-Divergences F Nielsen, R Nock, S Amari Entropy 16 (6), 3273-3301, 2014 | 42 | 2014 |
| Approximating smallest enclosing balls F Nielsen, R Nock Computational Science and Its Applications–ICCSA 2004: International …, 2004 | 42 | 2004 |
| Output-sensitive peeling of convex and maximal layers F Nielsen Information processing letters 59 (5), 255-259, 1996 | 42 | 1996 |
| Deposition of inorganic carbonate, sulfate, and sulfide scales on antifouling surfaces in multiphase flow W Keogh, A Neville, M Huggan, V Eroini, JH Olsen, FM Nielsen, ... Energy & Fuels 31 (11), 11838-11851, 2017 | 41 | 2017 |
| Far from the madding crowd—Volatility efficient indices F Nielsen, R Aylursubramanian Research insights, MSCI Barra, 2008 | 41 | 2008 |
| A Strontium Isotopic Investigation of the Bjerkreim—Sokndal Layered Instrusion, Southwest Norway FM Nielsen, IH Campbell, M McCULLOCH, JR Wilson Journal of Petrology 37 (1), 171-193, 1996 | 40 | 1996 |
| Leveraging k-NN for generic classification boosting P Piro, R Nock, F Nielsen, M Barlaud Neurocomputing 80, 3-9, 2012 | 39 | 2012 |
| Local Whittle estimation of multi‐variate fractionally integrated processes FS Nielsen Journal of Time Series Analysis 32 (3), 317-335, 2011 | 39 | 2011 |
| Magma influx and mixing in the Bjerkreim-Sokndal layered intrusion, South Norway: evidence from the boundary between two megacyclic units at Storeknuten JC Jensen, FM Nielsen, JC Duchesne, D Demaiffe, JR Wilson Lithos 29 (3-4), 311-325, 1993 | 39 | 1993 |
| On a variational definition for the Jensen-Shannon symmetrization of distances based on the information radius F Nielsen Entropy 23 (4), 464, 2021 | 38 | 2021 |
| Interactive music generation with positional constraints using anticipation-rnns G Hadjeres, F Nielsen arXiv preprint arXiv:1709.06404, 2017 | 38 | 2017 |
| Dynamic data structures for fat objects and their applications A Efrat, M Katz, F Nielsen, M Sharir Algorithms and Data Structures, 297-306, 1997 | 37 | 1997 |
| C-reactive protein (CRP) and pregnancy. An early indicator of chorioamnionitis. A review KM Bek, FR Nielsen, I Qvist, PE Rasmussen, M Tobiassen European Journal of Obstetrics & Gynecology and Reproductive Biology 35 (1 …, 1990 | 37 | 1990 |
| Earth mover distance on superpixels S Boltz, F Nielsen, S Soatto 2010 IEEE International Conference on Image Processing, 4597-4600, 2010 | 36 | 2010 |
| Optimal interval clustering: Application to Bregman clustering and statistical mixture learning F Nielsen, R Nock IEEE Signal Processing Letters 21 (10), 1289-1292, 2014 | 35 | 2014 |
| The many faces of information geometry F Nielsen Not. Am. Math. Soc 69 (1), 36-45, 2022 | 34 | 2022 |
| Clustering multivariate normal distributions F Nielsen, R Nock LIX Fall Colloquium on Emerging Trends in Visual Computing, 164-174, 2008 | 34 | 2008 |
| Clustering financial time series: How long is enough? G Marti, S Andler, F Nielsen, P Donnat arXiv preprint arXiv:1603.04017, 2016 | 33 | 2016 |
| Tailored Bregman ball trees for effective nearest neighbors F Nielsen, P Piro, M Barlaud Proceedings of the 25th European Workshop on Computational Geometry (EuroCG …, 2009 | 33 | 2009 |
| On Hölder projective divergences F Nielsen, K Sun, S Marchand-Maillet Entropy 19 (3), 122, 2017 | 32 | 2017 |
| Image processing apparatus, image processing method and computer program F Nielsen US Patent 7,986,831, 2011 | 32 | 2011 |
Richard NockGoogle ResearchVerified email at uniagro.fr
