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All publications by Mauro Maggioni
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Regularization on Graphs with Function-adapted Diffusion Processes
Arthur D. Szlam, Mauro Maggioni and Ronald R. Coifman
Journal of Machine Learning Research, 2008


Proto-value Functions: A Laplacian Framework for Learning Representation and Control in Markov Decision Processes
Sridhar Mahadevan and Mauro Maggioni
Journal of Machine Learning Research, 2007


Fast direct policy evaluation using multiscale analysis of Markov diffusion processes
Mauro Maggioni and Sridhar Mahadevan
Proceedings of the 23th International Conference on Machine Learning (ICML-06), 2006


Value Function Approximation with Diffusion Wavelets and Laplacian Eigenfunctions
Sridhar Mahadevan and Mauro Maggioni
Advances in Neural Information Processing Systems 18, 2005