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Data Analytics on Graphs Part III: Machine Learning on Graphs, from Graph Topology to Applications.

, , , , , , и . Found. Trends Mach. Learn., 13 (4): 332-530 (2020)

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Data Analytics on Graphs Part III: Machine Learning on Graphs, from Graph Topology to Applications., , , , , , и . Found. Trends Mach. Learn., 13 (4): 332-530 (2020)Dynamic Portfolio Cuts: A Spectral Approach to Graph-Theoretic Diversification., , , и . ICASSP, стр. 5468-5472. IEEE, (2022)Nonstationary Portfolios: Diversification in the Spectral Domain., , , и . ICASSP, стр. 5155-5159. IEEE, (2021)Robust PCA Through Maximum Correntropy Power Iterations., , и . ICASSP, стр. 4985-4989. IEEE, (2021)Data Analytics on Graphs Part I: Graphs and Spectra on Graphs., , , , , , и . Found. Trends Mach. Learn., 13 (1): 1-157 (2020)Data Analytics on Graphs Part II: Signals on Graphs., , , , , , и . Found. Trends Mach. Learn., 13 (2-3): 158-331 (2020)Correntropy-Based Adaptive Filtering of Noncircular Complex Data., , , и . ICASSP, стр. 4339-4343. IEEE, (2018)Portfolio Cuts: A Graph-Theoretic Framework to Diversification., , , и . ICASSP, стр. 8454-8458. IEEE, (2020)A lower bound on the tensor rank based on its maximally square matrix unfolding., , и . Signal Process., (2021)Analysis of Least Stochastic Entropy Adaptive Filters for Noncircular Gaussian Signals., , , , , и . IEEE Trans. Circuits Syst. II Express Briefs, 67-II (7): 1364-1368 (2020)