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 · 1.8K citations · Full text

Engineering, Computer Science, Data Science +14

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

Natural Sciences, Mathematics, Chemical Kinetics +14

Google Street View: Capturing the World at Street Level

Dragomir Anguelov, Carole Dulong, Daniel Filip et al. · Computer · 2010 · 773 citations

Computing, Geoinformatics, Urban Studies +14

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 · 629 citations

Computing, Computer Science, Data Science +17