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Sign in to add mentor| Ronald Coifman | grad student | 2004 | Yale | |
| (Diffusion maps and geometric harmonics.) | ||||
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| Keller Y, Coifman RR, Lafon S, et al. (2010) Audio-visual group recognition using diffusion maps Ieee Transactions On Signal Processing. 58: 403-413 |
| Coifman RR, Lafon S, Kevrekidis IG, et al. (2008) Diffusion maps, reduction coordinates, and low dimensional representation of stochastic systems Multiscale Modeling and Simulation. 7: 842-864 |
| Nadler B, Lafon S, Coifman R, et al. (2008) Diffusion maps - A probabilistic interpretation for spectral embedding and clustering algorithms Lecture Notes in Computational Science and Engineering. 58: 238-260 |
| Lafon S, Keller Y, Coifman RR. (2006) Data fusion and multicue data matching by diffusion maps. Ieee Transactions On Pattern Analysis and Machine Intelligence. 28: 1784-97 |
| Lafon S, Lee AB. (2006) Diffusion maps and coarse-graining: A unified framework for dimensionality reduction, graph partitioning, and data set parameterization. Ieee Transactions On Pattern Analysis and Machine Intelligence. 28: 1393-403 |
| Coifman RR, Lafon S, Maggioni M, et al. (2006) Geometries of sensor outputs, inference and information processing Proceedings of Spie - the International Society For Optical Engineering. 6232 |
| Coifman RR, Lafon S. (2006) Geometric harmonics: A novel tool for multiscale out-of-sample extension of empirical functions Applied and Computational Harmonic Analysis. 21: 31-52 |
| Nadler B, Lafon S, Coifman RR, et al. (2006) Diffusion maps, spectral clustering and reaction coordinates of dynamical systems Applied and Computational Harmonic Analysis. 21: 113-127 |
| Coifman RR, Lafon S, Lee AB, et al. (2005) Geometric diffusions as a tool for harmonic analysis and structure definition of data: diffusion maps. Proceedings of the National Academy of Sciences of the United States of America. 102: 7426-31 |
| Coifman RR, Lafon S, Lee AB, et al. (2005) Geometric diffusions as a tool for harmonic analysis and structure definition of data: multiscale methods. Proceedings of the National Academy of Sciences of the United States of America. 102: 7432-7 |