Mauro Maggioni
Mauro Maggioni
Bloomberg Distinguished Professor of Mathematics and Applied Mathematics
Verified email at jhu.edu - Homepage
TitleCited byYear
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
12172005
Diffusion wavelets
RR Coifman, M Maggioni
Applied and Computational Harmonic Analysis 21 (1), 53-94, 2006
6722006
Finite frames: Theory and applications
PG Casazza, G Kutyniok
Springer Science & Business Media, 2012
3492012
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 (Oct), 2169-2231, 2007
2732007
Determination of reaction coordinates via locally scaled diffusion map
MA Rohrdanz, W Zheng, M Maggioni, C Clementi
The Journal of chemical physics 134 (12), 03B624, 2011
2162011
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
2022010
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
1982008
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
1842005
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
1562008
Regularization on graphs with function-adapted diffusion processes
AD Szlam, M Maggioni, RR Coifman
Journal of Machine Learning Research 9 (Aug), 1711-1739, 2008
1532008
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
1382007
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
1212012
Tensor-CUR decompositions for tensor-based data
MW Mahoney, M Maggioni, P Drineas
SIAM Journal on Matrix Analysis and Applications 30 (3), 957-987, 2008
1212008
Value function approximation with diffusion wavelets and Laplacian eigenfunctions
S Mahadevan, M Maggioni
Advances in neural information processing systems, 843-850, 2006
1052006
Multiscale approximation with hierarchical radial basis functions networks
S Ferrari, M Maggioni, NA Borghese
IEEE Transactions on Neural Networks 15 (1), 178-188, 2004
972004
Diffusion polynomial frames on metric measure spaces
M Maggioni, HN Mhaskar
Applied and Computational Harmonic Analysis 24 (3), 329-353, 2008
762008
Diffusion wavelet packets
JC Bremer, RR Coifman, M Maggioni, AD Szlam
Applied and Computational Harmonic Analysis 21 (1), 95-112, 2006
652006
Characterization of general tight wavelet frames with matrix dilations and tightness preserving oversampling
CK Chui, W Czaja, M Maggioni, G Weiss
Journal of Fourier Analysis and Applications 8 (2), 173-200, 2002
652002
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, 59141D, 2005
612005
Polymer reversal rate calculated via locally scaled diffusion map
W Zheng, MA Rohrdanz, M Maggioni, C Clementi
The Journal of chemical physics 134 (14), 144109, 2011
532011
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