Publications

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

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2023

An, Qingci; Kevrekidis, Yannis; Lu, Fei; Maggioni, Mauro

Unsupervised learning of observation functions in state-space models by nonparametric moment methods Journal Article

In: Foundations of Data Science, 2023.

Links | BibTeX | Tags: computational mathematics, hidden Markov models, inverse problems, Machine learning, optimal transport, regression, statistics, stochastic systems, Unsupervised Learning

2006

Causevic, E; Coifman, Ronald R; Isenhart, R; Jacquin, A; John, E R; Maggioni, Mauro; Prichep, L S; Warner, F J

QEEG-based classification with wavelet packets and microstate features for triage applications in the ER Proceedings Article

In: ICASSP Proc., 2006, (10.1109/ICASSP.2006.1660859).

BibTeX | Tags: Clustering, hidden Markov models, Machine learning

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