Publications

Active Learning agent-based models Clustering dictionary learning diffusion geometry diffusion wavelets geometric wavelets harmonic analysis heat kernels hyperspectral images hyperspectral imaging imaging interacting particle systems inverse problems Laplacian eigenfunctions Machine learning Manifold Learning medical imaging model reduction multiscale analysis random walks reinforcement learning representation learning spectral clustering spectral graph theory statistics stochastic systems supervised learning Unsupervised Learning wavelets

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2008

Maggioni, Mauro; Mhaskar, Hrushikesh

Diffusion polynomial frames on metric measure spaces Journal Article

In: ACHA, 3 , pp. 329–353, 2008.

BibTeX | Tags: approximation theory, diffusion geometry, heat kernels, Laplacian eigenfunctions, multiscale analysis

2004

Ferrari, S; Maggioni, Mauro; Borghese, N A

Multi-Scale Approximation with Hierarchical Radial Basis Functions Networks, Journal Article

In: IEEE Trans. on Neural Networks, 15 (1), pp. 178–188, 2004.

BibTeX | Tags: approximation theory, multiscale analysis, radial basis functions