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Covariance Matrix Estimation in High Dimensions
2013Statistical structures start with covariance matrices. In practice, we must estimate the covariance matrix from the big data. One may think this chapter should be more basic than Chaps. 7 and 8—thus should be treated earlier chapters. Recent work on compressed sensing and low-rank matrix recovery supports the idea that sparsity can be exploited for ...
Robert Qiu, Michael Wicks
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The biofilm matrix: multitasking in a shared space
Nature Reviews Microbiology, 2022Hans-Curt Flemming +2 more
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Robust Covariance Matrix Estimation using Random Matrix Theory
Proceedings of the 6th Joint International Conference on Data Science & Management of Data (10th ACM IKDD CODS and 28th COMAD), 2023Samruddhi Deshmukh +2 more
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Cell–extracellular matrix mechanotransduction in 3D
Nature Reviews Molecular Cell Biology, 2023Aashrith Saraswathibhatla +2 more
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Extracellular vesicle–matrix interactions
Nature Reviews Materials, 2023Ambar Rivera, Jae-won Shin
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Extracellular matrix-based materials for regenerative medicine
Nature Reviews Materials, 2018George S Hussey, Stephen F Badylak
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Remodelling the extracellular matrix in development and disease
Nature Reviews Molecular Cell Biology, 2014Jonathan Chou, Zena Werb
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