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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2014

Altemose, Nicolas; Miga, Karen H; Maggioni, Mauro; Willard, Huntington F

Genomic Characterization of Large Heterochromatic Gaps in the Human Genome Assembly Journal Article

In: PLoS Comput Biol, vol. 10, no. 5, pp. e1003628, 2014.

Links | BibTeX | Tags: spectral clustering

2010

Guinney, J; Febbo, P; Maggioni, Mauro; Mukherjee, S

Multiscale factor models for molecular networks Journal Article

In: Proc. JSM, 2010.

BibTeX | Tags: spectral clustering

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