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Mauro Maggioni
Mauro Maggioni
Bloomberg Distinguished Professor of Mathematics, and Applied Mathematics and Statistics
Verified email at jhu.edu - Homepage
Title
Cited by
Cited by
Year
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
19772005
Diffusion wavelets
RR Coifman, M Maggioni
Applied and computational harmonic analysis 21 (1), 53-94, 2006
8672006
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
3832007
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
3262008
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
3102011
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
3042010
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
2502005
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
1992008
Tensor-CUR decompositions for tensor-based data
MW Mahoney, M Maggioni, P Drineas
Proceedings of the 12th ACM SIGKDD international conference on Knowledge …, 2006
1852006
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
1702012
Regularization on graphs with function-adapted diffusion processes.
AD Szlam, M Maggioni, RR Coifman
Journal of Machine Learning Research 9 (8), 2008
1662008
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
1502007
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
1272014
Value function approximation with diffusion wavelets and laplacian eigenfunctions
S Mahadevan, M Maggioni
Advances in neural information processing systems 18, 2005
1272005
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
1092019
Multiscale approximation with hierarchical radial basis functions networks
S Ferrari, M Maggioni, NA Borghese
IEEE Transactions on Neural Networks 15 (1), 178-188, 2004
1092004
Diffusion polynomial frames on metric measure spaces
M Maggioni, HN Mhaskar
Applied and Computational Harmonic Analysis 24 (3), 329-353, 2008
1062008
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
942017
Diffusion wavelet packets
JC Bremer, RR Coifman, M Maggioni, AD Szlam
Applied and Computational Harmonic Analysis 21 (1), 95-112, 2006
792006
Diffusion-driven multiscale analysis on manifolds and graphs: top-down and bottom-up constructions
AD Szlam, M Maggioni, RR Coifman, JC Bremer Jr
Wavelets XI 5914, 445-455, 2005
792005
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