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Stephane S. Lafon, Ph.D. - Publications

Affiliations: 
2004 Yale University, New Haven, CT 
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12 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2010 Keller Y, Coifman RR, Lafon S, Zucker SW. Audio-visual group recognition using diffusion maps Ieee Transactions On Signal Processing. 58: 403-413. DOI: 10.1109/TSP.2009.2030861  0.587
2008 Coifman RR, Lafon S, Kevrekidis IG, Maggioni M, Nadler B. Diffusion maps, reduction coordinates, and low dimensional representation of stochastic systems Multiscale Modeling and Simulation. 7: 842-864. DOI: 10.1137/070696325  0.614
2008 Nadler B, Lafon S, Coifman R, Kevrekidis IG. Diffusion maps - A probabilistic interpretation for spectral embedding and clustering algorithms Lecture Notes in Computational Science and Engineering. 58: 238-260. DOI: 10.1007/978-3-540-73750-6_10  0.562
2006 Lafon S, Keller Y, Coifman RR. Data fusion and multicue data matching by diffusion maps. Ieee Transactions On Pattern Analysis and Machine Intelligence. 28: 1784-97. PMID 17063683 DOI: 10.1109/TPAMI.2006.223  0.588
2006 Lafon S, Lee AB. 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. PMID 16929727 DOI: 10.1109/Tpami.2006.184  0.433
2006 Coifman RR, Lafon S, Maggioni M, Keller Y, Szlam AD, Warner FJ, Zucker SW. Geometries of sensor outputs, inference and information processing Proceedings of Spie - the International Society For Optical Engineering. 6232. DOI: 10.1117/12.669723  0.42
2006 Coifman RR, Lafon S. Geometric harmonics: A novel tool for multiscale out-of-sample extension of empirical functions Applied and Computational Harmonic Analysis. 21: 31-52. DOI: 10.1016/J.Acha.2005.07.005  0.512
2006 Nadler B, Lafon S, Coifman RR, Kevrekidis IG. Diffusion maps, spectral clustering and reaction coordinates of dynamical systems Applied and Computational Harmonic Analysis. 21: 113-127. DOI: 10.1016/J.Acha.2005.07.004  0.616
2005 Coifman RR, Lafon S, Lee AB, Maggioni M, Nadler B, Warner F, Zucker SW. 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. PMID 15899970 DOI: 10.1073/Pnas.0500334102  0.609
2005 Coifman RR, Lafon S, Lee AB, Maggioni M, Nadler B, Warner F, Zucker SW. 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. PMID 15899969 DOI: 10.1073/Pnas.0500896102  0.584
2005 Vaidya U, Hagen G, Lafon S, Banaszuk A, Mezić I, Coifman RR. Comparison of systems using diffusion maps Proceedings of the 44th Ieee Conference On Decision and Control, and the European Control Conference, Cdc-Ecc '05. 2005: 7931-7936. DOI: 10.1109/CDC.2005.1583444  0.616
2005 Nadler B, Lafon S, Coifman RR, Kevrekidis IG. Diffusion maps, spectral clustering and eigenfunctions of Fokker-Planck operators Advances in Neural Information Processing Systems. 955-962.  0.562
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