Concepedia

Mauro Maggioni

MM

61

Publications

5.8K

Citations

31

H-Index

2002

Active since

Affiliations

Yale University(Current)

Duke University

Johns Hopkins University

University of California, Santa Barbara

Mauro Maggioni is an author at Yale University specializing in engineering, data science, and computer science.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningStatisticsPattern RecognitionImage AnalysisNatural SciencesComputational GeometryDimensionality Reduction

Publications per year

2002–2024

61

Publications

61

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 wavelets

Ronald R. Coifman, Mauro Maggioni · Applied and Computational Harmonic Analysis · 2006 · 473 citations

Determination of reaction coordinates via locally scaled diffusion map

Mary A. Rohrdanz, Wenwei Zheng, Mauro Maggioni et al. · The Journal of Chemical Physics · 2011 · 299 citations

Engineering, Molecular Biology, Computational Chemistry +19

Diffusion Maps, Reduction Coordinates, and Low Dimensional Representation of Stochastic Systems

Ronald R. Coifman, Ioannis G. Kevrekidis, Stéphane Lafon et al. · Multiscale Modeling and Simulation · 2008 · 284 citations

Numerical Analysis, Spectral Theory, Engineering +21

Proto-value Functions: A Laplacian Framework for Learning Representation and Control in Markov Decision Processes

Sridhar Mahadevan, Mauro Maggioni · ScholarWorks@UMassAmherst (University of Massachusetts Amherst) · 2007 · 255 citations

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