| 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 | 1915 | 2005 |
| Diffusion wavelets RR Coifman, M Maggioni Applied and computational harmonic analysis 21 (1), 53-94, 2006 | 864 | 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 | 380 | 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 | 307 | 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 | 302 | 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 | 297 | 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 | 243 | 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 | 199 | 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 | 184 | 2006 |
| Regularization on graphs with function-adapted diffusion processes. AD Szlam, M Maggioni, RR Coifman Journal of Machine Learning Research 9 (8), 2008 | 166 | 2008 |
| 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 | 160 | 2012 |
| 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 | 147 | 2007 |
| Value function approximation with diffusion wavelets and laplacian eigenfunctions S Mahadevan, M Maggioni Advances in neural information processing systems 18, 2005 | 129 | 2005 |
| 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 | 120 | 2014 |
| Multiscale approximation with hierarchical radial basis functions networks S Ferrari, M Maggioni, NA Borghese IEEE Transactions on Neural Networks 15 (1), 178-188, 2004 | 108 | 2004 |
| Diffusion polynomial frames on metric measure spaces M Maggioni, HN Mhaskar Applied and Computational Harmonic Analysis 24 (3), 329-353, 2008 | 103 | 2008 |
| 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 | 99 | 2019 |
| 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 | 90 | 2017 |
| Diffusion wavelet packets JC Bremer, RR Coifman, M Maggioni, AD Szlam Applied and Computational Harmonic Analysis 21 (1), 95-112, 2006 | 78 | 2006 |
| 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 | 78 | 2005 |
Ronald Coifmanprofessor of mathematics yale universityVerified email at math.yale.edu
