Mauro Maggioni

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Ronald Coifmanprofessor of mathematics yale universityAdresse e-mail validée de math.yale.edu
Steven W ZuckerYale UniversityAdresse e-mail validée de yale.edu
Ann B. LeeDepartment of Statistics & Data Science and the Machine Learning Department, Carnegie MellonAdresse e-mail validée de cmu.edu
Guangliang ChenSan Jose State UniversityAdresse e-mail validée de sjsu.edu
James M. MurphyAssociate Professor, Tufts UniversityAdresse e-mail validée de tufts.edu
Boaz NadlerWeizmann Institute of Science, IsraelAdresse e-mail validée de weizmann.ac.il
Sridhar MahadevanDirector, Adobe Research & Professor, University of Massachusetts, AmherstAdresse e-mail validée de cs.umass.edu
Arthur SzlamDeepMindAdresse e-mail validée de google.com
Natalia TrayanovaJohns Hopkins UniversityAdresse e-mail validée de jhu.edu
Fei LuJohns Hopkins UniversityAdresse e-mail validée de math.jhu.edu
Anna LittleComputational Mathematics, Science, and Engineering, Michigan State UniversityAdresse e-mail validée de msu.edu
Joshua T. VogelsteinDept of Biomedical Engineering, Johns Hopkins UniversityAdresse e-mail validée de jhu.edu
Sui TangUniversity of California Santa BarbaraAdresse e-mail validée de ucsb.edu
Cecilia ClementiProfessor of Physics, Freie Universität BerlinAdresse e-mail validée de fu-berlin.de
Ming ZhongUniversity of HoustonAdresse e-mail validée de uh.edu
Yosi KellerFaculty of Engineering, Bar Ilan UniversityAdresse e-mail validée de biu.ac.il
Katherine C. WuJohns Hopkins University School of MedicineAdresse e-mail validée de jhmi.edu
Raanan SchulStony Brook, MathematicsAdresse e-mail validée de stonybrook.edu
Randal BurnsProfessor of Computer Science, Johns Hopkins UniversityAdresse e-mail validée de cs.jhu.edu
Gustave DavisClinical Professor of pathology, Yale Un School of MedicineAdresse e-mail validée de yale.edu

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Mauro Maggioni

Bloomberg Distinguished Professor of Mathematics, and Applied Mathematics and Statistics

Adresse e-mail validée de jhu.edu - Page d'accueil

Data Science Harmonic Analysis Signal Processing Stochastic Dynamical Systems


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
Geometric diffusions as a tool for harmonic analysis and structure definition of data: Diffusion maps RR Coifman, S Lafon, AB Lee, M Maggioni, B Nadler, F Warner, ... Proceedings of the national academy of sciences 102 (21), 7426-7431, 2005	2102	2005
Diffusion wavelets RR Coifman, M Maggioni Applied and computational harmonic analysis 21 (1), 53-94, 2006	904	2006
Proto-value Functions: A Laplacian Framework for Learning Representation and Control in Markov Decision Processes. S Mahadevan, M Maggioni Journal of Machine Learning Research 8 (10), 2007	405	2007
Diffusion maps, reduction coordinates, and low dimensional representation of stochastic systems RR Coifman, IG Kevrekidis, S Lafon, M Maggioni, B Nadler Multiscale Modeling & Simulation 7 (2), 842-864, 2008	348	2008
Determination of reaction coordinates via locally scaled diffusion map MA Rohrdanz, W Zheng, M Maggioni, C Clementi The Journal of chemical physics 134 (12), 2011	331	2011
Methods for filtering data and filling in missing data using nonlinear inference E Liberty, S Zucker, Y Keller, MM Maggioni, RR Coifman, F Geshwind US Patent App. 12/784,155, 2010	307	2010
Geometric diffusions as a tool for harmonic analysis and structure definition of data: Multiscale methods RR Coifman, S Lafon, AB Lee, M Maggioni, B Nadler, F Warner, ... Proceedings of the National Academy of Sciences 102 (21), 7432-7437, 2005	255	2005
Manifold parametrizations by eigenfunctions of the Laplacian and heat kernels PW Jones, M Maggioni, R Schul Proceedings of the National Academy of Sciences 105 (6), 1803-1808, 2008	203	2008
Tensor-CUR decompositions for tensor-based data MW Mahoney, M Maggioni, P Drineas Proceedings of the 12th ACM SIGKDD international conference on Knowledge …, 2006	199	2006
Multi-scale geometric methods for data sets II: Geometric multi-resolution analysis WK Allard, G Chen, M Maggioni Applied and computational harmonic analysis 32 (3), 435-462, 2012	172	2012
Regularization on graphs with function-adapted diffusion processes. AD Szlam, M Maggioni, RR Coifman Journal of Machine Learning Research 9 (8), 2008	168	2008
Methods for filtering data and filling in missing data using nonlinear inference E Liberty, S Zucker, Y Keller, M Maggioni, R Coifman, F Geshwind US Patent App. 11/715,863, 2007	152	2007
Genomic characterization of large heterochromatic gaps in the human genome assembly N Altemose, KH Miga, M Maggioni, HF Willard PLoS computational biology 10 (5), e1003628, 2014	133	2014
Value function approximation with diffusion wavelets and laplacian eigenfunctions S Mahadevan, M Maggioni Advances in neural information processing systems 18, 2005	131	2005
Nonparametric inference of interaction laws in systems of agents from trajectory data F Lu, M Zhong, S Tang, M Maggioni Proceedings of the National Academy of Sciences 116 (29), 14424-14433, 2019	128	2019
Multiscale approximation with hierarchical radial basis functions networks S Ferrari, M Maggioni, NA Borghese IEEE Transactions on Neural Networks 15 (1), 178-188, 2004	115	2004
Diffusion polynomial frames on metric measure spaces M Maggioni, HN Mhaskar Applied and Computational Harmonic Analysis 24 (3), 329-353, 2008	110	2008
Multiscale geometric methods for data sets I: Multiscale SVD, noise and curvature AV Little, M Maggioni, L Rosasco Applied and Computational Harmonic Analysis 43 (3), 504-567, 2017	104	2017
Unsupervised clustering and active learning of hyperspectral images with nonlinear diffusion JM Murphy, M Maggioni IEEE Transactions on Geoscience and Remote Sensing 57 (3), 1829-1845, 2018	90	2018
Diffusion wavelet packets JC Bremer, RR Coifman, M Maggioni, AD Szlam Applied and Computational Harmonic Analysis 21 (1), 95-112, 2006	84	2006

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