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 | 2013 | |
|---|---|---|
| j35 |      | Marc Arnaudon, Frank Nielsen: On approximating the Riemannian 1-center. Comput. Geom. 46(1): 93-104 (2013) |
| j34 | | Frank Nielsen: An Information-Geometric Characterization of Chernoff Information. IEEE Signal Process. Lett. 20(3): 269-272 (2013) |
| i22 | | |
| i21 | | |
| i20 | | |
| 2012 | ||
| j33 | | Richard Nock, Paolo Piro, Frank Nielsen, Wafa Bel Haj Ali, Michel Barlaud: Boosting k-NN for Categorization of Natural Scenes. International Journal of Computer Vision 100(3): 294-314 (2012) |
| j32 | | Paolo Piro, Richard Nock, Frank Nielsen, Michel Barlaud: Leveraging k-NN for generic classification boosting. Neurocomputing 80: 3-9 (2012) |
| j31 | | Meizhu Liu, Baba C. Vemuri, Shun-ichi Amari, Frank Nielsen: Shape Retrieval Using Hierarchical Total Bregman Soft Clustering. IEEE Trans. Pattern Anal. Mach. Intell. 34(12): 2407-2419 (2012) |
| c73 | | Olivier Schwander, Frank Nielsen: Model centroids for the simplification of Kernel Density estimators. ICASSP 2012: 737-740 |
| c72 | | Frank Nielsen: K-MLE: A fast algorithm for learning statistical mixture models. ICASSP 2012: 869-872 |
| c71 | | Frank Nielsen: Closed-form information-theoretic divergences for statistical mixtures. ICPR 2012: 1723-1726 |
| c70 | | Olivier Schwander, Aurelien J. Schutz, Frank Nielsen, Yannick Berthoumieu: k-MLE for mixtures of generalized Gaussians. ICPR 2012: 2825-2828 |
| c69 | | Frank Nielsen, Meizhu Liu, Xiaojing Ye, Baba C. Vemuri: Jensen divergence based SPD matrix means and applications. ICPR 2012: 2841-2844 |
| c68 | | Roberto D'Ambrosio, Wafa Bel Haj Ali, Richard Nock, Paolo Soda, Frank Nielsen, Michel Barlaud: Biomedical Images Classification by Universal Nearest Neighbours Classifier Using Posterior Probability. MLMI 2012: 119-127 |
| c67 | | Roberto D'Ambrosio, Richard Nock, Wafa Bel Haj Ali, Frank Nielsen, Michel Barlaud: Boosting Nearest Neighbors for the Efficient Estimation of Posteriors. ECML/PKDD (1) 2012: 314-329 |
| c66 | | |
| i19 | | Frank Nielsen: $k$-MLE: A fast algorithm for learning statistical mixture models. CoRR abs/1203.5181 (2012) |
| i18 | | Frank Nielsen, Richard Nock: The hyperbolic Voronoi diagram in arbitrary dimension. CoRR abs/1210.8234 (2012) |
| 2011 | ||
| j30 | | Frank Nielsen, Richard Nock: Skew Jensen-Bregman Voronoi Diagrams. Transactions on Computational Science 14: 102-128 (2011) |
| j29 | | Frank Nielsen, Sylvain Boltz: The Burbea-Rao and Bhattacharyya Centroids. IEEE Transactions on Information Theory 57(8): 5455-5466 (2011) |
| j28 | | Baba C. Vemuri, Meizhu Liu, Shun-ichi Amari, Frank Nielsen: Total Bregman Divergence and Its Applications to DTI Analysis. IEEE Trans. Med. Imaging 30(2): 475-483 (2011) |
| c65 | | |
| c64 | | Olivier Schwander, Frank Nielsen: Non-flat clustering with alpha-divergences. ICASSP 2011: 2100-2103 |
| c63 |  | Richard Nock, Brice Magdalou, Eric Briys, Frank Nielsen: On tracking portfolios with certainty equivalents on a generalization of Markowitz model: the Fool, the Wise and the Adaptive. ICML 2011: 73-80 |
| i17 | | |
| i16 | | |
| i15 | | Frank Nielsen, Richard Nock: On Rényi and Tsallis entropies and divergences for exponential families. CoRR abs/1105.3259 (2011) |
| i14 | | Frank Nielsen, Richard Nock: A closed-form expression for the Sharma-Mittal entropy of exponential families. CoRR abs/1112.4221 (2011) |
| 2010 | ||
| j27 | | Jean-Daniel Boissonnat, Frank Nielsen, Richard Nock: Bregman Voronoi Diagrams. Discrete & Computational Geometry 44(2): 281-307 (2010) |
| j26 | | Vincent Garcia, Frank Nielsen: Simplification and hierarchical representations of mixtures of exponential families. Signal Processing 90(12): 3197-3212 (2010) |
| c62 | | Paolo Piro, Richard Nock, Frank Nielsen, Michel Barlaud: Multi-class Leveraged κ-NN for Image Classification. ACCV (3) 2010: 67-81 |
| c61 | | Meizhu Liu, Baba C. Vemuri, Shun-ichi Amari, Frank Nielsen: Total Bregman divergence and its applications to shape retrieval. CVPR 2010: 3463-3468 |
| c60 | | Sylvain Boltz, Frank Nielsen, Stefano Soatto: Texture Regimes for Entropy-Based Multiscale Image Analysis. ECCV (3) 2010: 692-705 |
| c59 | | Vincent Garcia, Frank Nielsen, Richard Nock: Hierarchical Gaussian Mixture Model. ICASSP 2010: 4070-4073 |
| c58 | | |
| c57 | | |
| c56 | | Frank Nielsen, Richard Nock: Entropies and cross-entropies of exponential families. ICIP 2010: 3621-3624 |
| c55 | | Vincent Garcia, Eric Debreuve, Frank Nielsen, Michel Barlaud: K-nearest neighbor search: Fast GPU-based implementations and application to high-dimensional feature matching. ICIP 2010: 3757-3760 |
| c54 | | Sylvain Boltz, Frank Nielsen, Stefano Soatto: Earth Mover Distance on superpixels. ICIP 2010: 4597-4600 |
| c53 | | Paolo Piro, Richard Nock, Frank Nielsen, Michel Barlaud: Boosting Bayesian MAP Classification. ICPR 2010: 661-665 |
| c52 | | Frank Nielsen, Sylvain Boltz, Olivier Schwander: Bhattacharyya Clustering with Applications to Mixture Simplifications. ICPR 2010: 1437-1440 |
| c51 | | Frank Nielsen, Richard Nock: Jensen-Bregman Voronoi Diagrams and Centroidal Tessellations. ISVD 2010: 56-65 |
| c50 | | Olivier Schwander, Frank Nielsen: Reranking with Contextual Dissimilarity Measures from Representational Bregman k-Means. VISAPP (1) 2010: 118-123 |
| c49 | | Paolo Piro, Michel Barlaud, Richard Nock, Frank Nielsen: K-NN boosting prototype learning for object classification. WIAMIS 2010: 1-4 |
| i13 | | Paolo Piro, Richard Nock, Frank Nielsen, Michel Barlaud: Boosting k-NN for categorization of natural scenes. CoRR abs/1001.1221 (2010) |
| i12 | | |
| i11 | | Frank Nielsen: A family of statistical symmetric divergences based on Jensen's inequality. CoRR abs/1009.4004 (2010) |
| i10 | | |
| i9 | | |
| 2009 | ||
| j25 | | Frank Nielsen: Technical opinion - Steering self-learning distance algorithms. Commun. ACM 52(11): 150-152 (2009) |
| j24 | | Frank Nielsen, Richard Nock: Approximating Smallest Enclosing Balls with Applications to Machine Learning. Int. J. Comput. Geometry Appl. 19(5): 389-414 (2009) |
| j23 | | Richard Nock, Frank Nielsen: Bregman Divergences and Surrogates for Learning. IEEE Trans. Pattern Anal. Mach. Intell. 31(11): 2048-2059 (2009) |
| j22 | | Richard Nock, Pascal Vaillant, Claudia Henry, Frank Nielsen: Soft memberships for spectral clustering, with application to permeable language distinction. Pattern Recognition 42(1): 43-53 (2009) |
| j21 | | Frank Nielsen, Richard Nock: Sided and symmetrized Bregman centroids. IEEE Transactions on Information Theory 55(6): 2882-2904 (2009) |
| c48 | | Vincent Garcia, Frank Nielsen, Richard Nock: Levels of Details for Gaussian Mixture Models. ACCV (2) 2009: 514-525 |
| c47 | | Frank Nielsen, Paolo Piro, Michel Barlaud: Bregman vantage point trees for efficient nearest Neighbor Queries. ICME 2009: 878-881 |
| c46 | | Frank Nielsen, Richard Nock: The Dual Voronoi Diagrams with Respect to Representational Bregman Divergences. ISVD 2009: 71-78 |
| c45 | | Frank Nielsen, Aurélien Sérandour: Accuracy of distance metric learning algorithms. KDD Workshop on Data Mining using Matrices and Tensors 2009 |
| c44 | | Vincent Garcia, Frank Nielsen: Searching High-Dimensional Neighbours: CPU-Based Tailored Data-Structures Versus GPU-Based Brute-Force Method. MIRAGE 2009: 425-436 |
| e1 | | Frank Nielsen (Ed.): Emerging Trends in Visual Computing, LIX Fall Colloquium, ETVC 2008, Palaiseau, France, November 18-20, 2008. Revised Invited Papers. Lecture Notes in Computer Science 5416, Springer 2009, isbn 978-3-642-00825-2 |
| i8 | | Richard Nock, Brice Magdalou, Nicolas Sanz, Eric Briys, Fred Celimene, Frank Nielsen: Information geometries and Microeconomic Theories. CoRR abs/0901.2586 (2009) |
| i7 | | |
| i6 | | Frank Nielsen, Vincent Garcia: Statistical exponential families: A digest with flash cards. CoRR abs/0911.4863 (2009) |
| 2008 | ||
| j20 | | Frank Nielsen, Richard Nock: On the smallest enclosing information disk. Inf. Process. Lett. 105(3): 93-97 (2008) |
| c43 | | Frank Nielsen: Abstracts of the LIX Fall Colloquium 2008: Emerging Trends in Visual Computing. ETVC 2008: 1-12 |
| c42 | | |
| c41 | | |
| c40 | | Frank Nielsen, Alexis André, Shigeru Tajima: Real-Time Spherical Videos from a Fast Rotating Camera. ICIAR 2008: 326-335 |
| c39 | | |
| c38 | | Richard Nock, Frank Nielsen: On the efficient minimization of convex surrogates in supervised learning. ICPR 2008: 1-4 |
| c37 | | Shigeru Owada, Frank Nielsen, Takeo Igarashi, Ryo Haraguchi, Kazuo Nakazawa: Projection plane processing for sketch-based volume segmentation. ISBI 2008: 117-120 |
| c36 | | Frank Nielsen, Richard Nock: Quantum Voronoi diagrams and Holevo channel capacity for 1-qubit quantum states. ISIT 2008: 96-100 |
| c35 | | Richard Nock, Frank Nielsen: On the Efficient Minimization of Classification Calibrated Surrogates. NIPS 2008: 1201-1208 |
| i5 | | Richard Nock, Nicolas Sanz, Fred Celimene, Frank Nielsen: Staring at Economic Aggregators through Information Lenses. CoRR abs/0801.0390 (2008) |
| i4 | | Richard Nock, Pascal Vaillant, Frank Nielsen, Claudia Henry: Soft Uncoupling of Markov Chains for Permeable Language Distinction: A New Algorithm. CoRR abs/0810.1261 (2008) |
| 2007 | ||
| j19 | | Richard Nock, Frank Nielsen: A Real generalization of discrete AdaBoost. Artif. Intell. 171(1): 25-41 (2007) |
| j18 | | Frank Nielsen: The Digital Chameleon Principle: Computing Invisibility by Rendering Transparency. IEEE Computer Graphics and Applications 27(1): 90-96 (2007) |
| j17 | | Richard Nock, Frank Nielsen: Self-improved gaps almost everywhere for the agnostic approximation of monomials. Theor. Comput. Sci. 377(1-3): 139-150 (2007) |
| c34 | | Frank Nielsen, Jean-Daniel Boissonnat, Richard Nock: Visualizing bregman voronoi diagrams. Symposium on Computational Geometry 2007: 121-122 |
| c33 | | Claudia Henry, Richard Nock, Frank Nielsen: Real Boosting a la Carte with an Application to Boosting Oblique Decision Tree. IJCAI 2007: 842-847 |
| c32 | | Frank Nielsen, Richard Nock: Fast Graph Segmentation Based on Statistical Aggregation Phenomena. MVA 2007: 150-153 |
| c31 | | Shigeru Owada, Makoto Okabe, Takeo Igarashi, Frank Nielsen, Norimichi Tsumura: Customized Slider Bars for Adjusting Multi-dimension Parameter Sets. Smart Graphics 2007: 230-232 |
| c30 | | Frank Nielsen, Jean-Daniel Boissonnat, Richard Nock: On Bregman Voronoi diagrams. SODA 2007: 746-755 |
| i3 | | Frank Nielsen, Jean-Daniel Boissonnat, Richard Nock: Bregman Voronoi Diagrams: Properties, Algorithms and Applications. CoRR abs/0709.2196 (2007) |
| i2 | | Frank Nielsen, Richard Nock: On the Centroids of Symmetrized Bregman Divergences. CoRR abs/0711.3242 (2007) |
| 2006 | ||
| j16 | | Richard Nock, Frank Nielsen: On Weighting Clustering. IEEE Trans. Pattern Anal. Mach. Intell. 28(8): 1223-1235 (2006) |
| c29 | | |
| c28 | | Frank Nielsen, Richard Nock: On approximating the smallest enclosing Bregman Balls. Symposium on Computational Geometry 2006: 485-486 |
| c27 | | |
| c26 | | Richard Nock, Pascal Vaillant, Frank Nielsen, Claudia Henry: Soft Uncoupling of Markov Chains for Permeable Language Distinction: A New Algorithm. ECAI 2006: 823-824 |
| c25 | | Frank Nielsen, Shigeru Owada, Yuichi Hasegawa: Autoframing: A Recommendation System for Detecting Undesirable Elements and Cropping Automatically Photos. ICME 2006: 417-420 |
| c24 | | Shigeru Owada, Frank Nielsen, Takeo Igarashi: Copy-Paste Synthesis of 3D Geometry with Repetitive Patterns. Smart Graphics 2006: 184-193 |
| 2005 | ||
| j15 | | Frank Nielsen, Richard Nock: A fast deterministic smallest enclosing disk approximation algorithm. Inf. Process. Lett. 93(6): 263-268 (2005) |
| j14 | | Richard Nock, Frank Nielsen: Semi-supervised statistical region refinement for color image segmentation. Pattern Recognition 38(6): 835-846 (2005) |
| j13 | | Frank Nielsen: Surround video: a multihead camera approach. The Visual Computer 21(1-2): 92-103 (2005) |
| c23 | | |
| c22 | | |
| c21 | | Paul Agron, Leo Bachmair, Frank Nielsen: A Visual Interactive Framework for Formal Derivation. International Conference on Computational Science (1) 2005: 1019-1026 |
| c20 | | Frank Nielsen, Richard Nock: Interactive Point-and-Click Segmentation for Object Removal in Digital Images. ICCV-HCI 2005: 131-140 |
| c19 | | Frank Nielsen, Richard Nock: ClickRemoval: interactive pinpoint image object removal. ACM Multimedia 2005: 315-318 |
| c18 | | |
| 2004 | ||
| j12 | | Richard Nock, Frank Nielsen: Statistical Region Merging. IEEE Trans. Pattern Anal. Mach. Intell. 26(11): 1452-1458 (2004) |
| j11 | | Richard Nock, Frank Nielsen: On domain-partitioning induction criteria: worst-case bounds for the worst-case based. Theor. Comput. Sci. 321(2-3): 371-382 (2004) |
| j10 | | Shigeru Owada, Frank Nielsen, Makoto Okabe, Takeo Igarashi: Volumetric illustration: designing 3D models with internal textures. ACM Trans. Graph. 23(3): 322-328 (2004) |
| c17 | | |
| c16 | | |
| c15 | | |
| c14 | | Richard Nock, Frank Nielsen: Improving Clustering Algorithms through Constrained Convex Optimization. ICPR (4) 2004: 557-560 |
| c13 | | |
| 2003 | ||
| j9 | | Matthew J. Katz, Frank Nielsen, Michael Segal: Maintenance of a Piercing Set for Intervals with Applications. Algorithmica 36(1): 59-73 (2003) |
| j8 | | Shigeru Owada, Yoshihisa Shinagawa, Frank Nielsen: Enumeration of Contour Correspondence. Int. J. Image Graphics 3(4): 609-628 (2003) |
| c12 | | Frank Nielsen, Richard Nock: On Region Merging: The Statistical Soundness of Fast Sorting, with Applications. CVPR (2) 2003: 19-26 |
| c11 | | |
| c10 | | Shigeru Owada, Frank Nielsen, Kazuo Nakazawa, Takeo Igarashi: A Sketching Interface for Modeling the Internal Structures of 3D Shapes. Smart Graphics 2003: 49-57 |
| 2002 | ||
| j7 | | Tatsuo Yotsukura, Shigeo Morishima, Frank Nielsen, K. Binsted, Claudio S. Pinhanez: HyperMask - projecting a talking head onto a real object. The Visual Computer 18(2): 111-120 (2002) |
| c9 | | |
| 2001 | ||
| j6 | | |
| j5 | | Patrice Calégari, Frédéric Guidec, Pierre Kuonen, Frank Nielsen: Combinatorial optimization algorithms for radio network planning. Theor. Comput. Sci. 263(1-2): 235-245 (2001) |
| 2000 | ||
| j4 | | Alon Efrat, Matthew J. Katz, Frank Nielsen, Micha Sharir: Dynamic data structures for fat objects and their applications. Comput. Geom. 15(4): 215-227 (2000) |
| j3 | | Frank Nielsen: Fast stabbing of boxes in high dimensions. Theor. Comput. Sci. 246(1-2): 53-72 (2000) |
| c8 | | Matthew J. Katz, Frank Nielsen, Michael Segal: Maintenance of a Percing Set for Intervals with Applications. ISAAC 2000: 552-563 |
| c7 | | |
| i1 | | Matthew J. Katz, Frank Nielsen, Michael Segal: Shooter Location through Piercing Sets. EuroCG 2000: 55-58 |
| 1998 | ||
| j2 | | Frank Nielsen, Mariette Yvinec: Output-Sensitive Convex Hull Algorithms of Planar Convex Objects. Int. J. Comput. Geometry Appl. 8(1): 39-66 (1998) |
| c6 | | |
| c5 | | Frank Nielsen: Grouping and Querying: A Paradigm to Get Output-Sensitive Algorithms. JCDCG 1998: 250-257 |
| c4 | | |
| 1997 | ||
| c3 | | Alon Efrat, Matthew J. Katz, Frank Nielsen, Micha Sharir: Dynamic Data Structures for Fat Objects and Their Applications. WADS 1997: 297-306 |
| 1996 | ||
| j1 | | Frank Nielsen: Output-Sensitive Peeling of Convex and Maximal Layers. Inf. Process. Lett. 59(5): 255-259 (1996) |
| c2 | | |
| c1 | | Matthew J. Katz, Frank Nielsen: On Piercing Sets of Objects. Symposium on Computational Geometry 1996: 113-121 |
Colors in the list of coauthors
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