Scientific theories describe observations by equations with a small number of parameters or dimensions. Memory and computational efficiency of dimension reduction procedures is a function of the size ...
Time-series can provide critical insights into the structure and function of microbial communities. The analysis of temporal data warrants statistical considerations, distinct from comparative ...
Low resolution electromagnetic tomography (LORETA) is a well-known method for the solution of the l2-based minimization problem for EEG/MEG source reconstruction. LORETA with a volume-based source ...
Because the measurements y in the matrix recovery problem are noiseless but incomplete, whereas the measurements Y in the matrix denoising problem are complete but noisy, the problems seem quite ...
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