Mauro Maggioni

Mauro Maggioni

Johns Hopkins University - Baltimore / United States
Natural Sciences / Mathematical Sciences
AD Scientific Index ID: 1424170
person_outline Mauro Maggioni's MOST POPULAR ARTICLES
1-) Geometric diffusions as a tool for harmonic analysis and structure definition of data: Diffusion maps Proceedings of the national academy of sciences 102 (21), 7426-7431, 2005
2-) Diffusion wavelets Applied and computational harmonic analysis 21 (1), 53-94, 2006
3-) Proto-value Functions: A Laplacian Framework for Learning Representation and Control in Markov Decision Processes. Journal of Machine Learning Research 8 (10), 2007
4-) Diffusion maps, reduction coordinates, and low dimensional representation of stochastic systems Multiscale Modeling & Simulation 7 (2), 842-864, 2008
5-) Determination of reaction coordinates via locally scaled diffusion map The Journal of chemical physics 134 (12), 2011