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KATZ's performance is relatively poor on the sparse known associations.
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Recent advances in sparse reconstruction, known as compressed sensing, have inspired efficient and flexible model calibration techniques that offer a departure from classical reduced-order parameterization techniques, where only prior knowledge is used to select the parameterization subspace.
The Local Interstellar Cloud is an area of denser cloud in an otherwise sparse region known as the Local Bubble, an hourglass-shaped cavity in the interstellar medium roughly 300 light years across.
This is explained by the fact that our feature set is very sparse and ℓ1 is known to learn sparse hypotheses well.
Although x can be sparse in the current domain (e.g., time or pixel), we always assume that x is sparse in a known transform domain.
Sparse grids are known to require only few unknowns in order to obtain good approximation qualities.
The sparse fossil record known from Australia hampers a clear resolution as to how and when the megafauna disappeared, a situation likely to continue into the near future.
The problem of nonshared selection rules is equivalent to writing in memory with defective cells and can be efficiently approached using sparse linear codes, known as LT codes.
Such a sparse strategy is known to generate basis vectors that are qualitatively similar to the receptive field of the simple cells present in the mammalian primary visual cortex.
The proposed approach does not depend on a known sparse representation of targets; rather, the theoretical performance bounds exploit the structure of a known dictionary of targets and the distance preservation property of the measurement matrix.
Although documentation is sparse, it is known that both episodic and chronic CH patients either spontaneously, or possibly in response to treatment, transition between phases throughout the course of their disease.
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