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While the proposed objective function allows a sparse low rank solution for both linear and non-linear relationships between the input and response matrices, other similar methods in this case are only based on a linear model.
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In addition, the original Desertshore album is so sparse it allows a lot of room for interpretation: its spaces are filled here by clanking rhythm tracks, droning synthesisers, bursts of fearsome guitar noise and mournful, foghorn-like blasts of brass.
One of the advantages of the sparse regression framework we adopt is that it is a predictive model and thus allows a quantitative performance evaluation.
Therefore, the multiscale expansion of the distribution function allows to get a sparse representation of the data and thus save memory space and CPU time.
The curvelets allow an almost optimal sparse representation of object with -singularities.
The matrices in this class are sparse and allow a highly efficient implementation.
The region surrounding S1 may have shared a similar coastal semi-arid climate [94], [95, Rauhut, pers. comm.], but the number of dinosaur fossils from this area remains too sparse to allow a full comparison here.
The results on exposure to maternal tobacco smoke before or after pregnancy are too sparse to allow a conclusion.
However, the available evidence on asbestos is too sparse to allow a firm conclusion; almost no data are available on other minerals.
Given the length of the imaging run (≈20 min), the resulting schedule was sparse enough to allow a reasonable establishment of the baseline condition of refocusing attention to the breathing (inter-stimulus interval: range 1.4 72.9 s, median = 8.2 s, IQR = 12.9 s).
We introduce the RLC model that allows for sparse, possibly large-scale changes while maintaining spatial correlation along the tree.
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CEO of Professional Science Editing for Scientists @ prosciediting.com