Stéphane Lafon

Diffusion maps

Ronald R. Coifman, Stéphane Lafon · Applied and Computational Harmonic Analysis · 2006 · 2.3K citations

Geometric diffusions as a tool for harmonic analysis and structure definition of data: Diffusion maps

Ronald R. Coifman, Stéphane Lafon, A. B. Lee et al. · Proceedings of the National Academy of Sciences · 2005 · 1.7K citations · Full text

Engineering, Statistical Shape Analysis, Network Analysis +20

Diffusion maps, spectral clustering and reaction coordinates of dynamical systems

Boaz Nadler, Stéphane Lafon, Ronald R. Coifman et al. · Applied and Computational Harmonic Analysis · 2006 · 1K citations

Spectral Theory, Discrete Dynamical System, Diffusion Process +4

Google Street View: Capturing the World at Street Level

Dragomir Anguelov, Carole Dulong, Daniel Filip et al. · Computer · 2010 · 758 citations

Engineering, Urban Informatics, Geovisualization +17

Diffusion maps and coarse-graining: a unified framework for dimensionality reduction, graph partitioning, and data set parameterization

Stéphane Lafon, A.B. Lee · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2006 · 619 citations

Cluster Computing, Engineering, Machine Learning +20