Sentence examples for provides a sparse representation of from inspiring English sources

The former accounts for the model uncertainty and provides Bayes-optimal predictions; while the latter provides a sparse representation of the stochastic solutions by evaluating the expansion on a subset of dominating gPC bases.

The parameter ε also provides a sparse representation of the data as only a fraction of the coefficients α i, α i * are nonzero.

Masking is a common approach in speech separation given latent states, that is often implemented in the STFT domain, which provides a sparse representations of speech signals.

As a result, the proposed transform provides a sparse representation for two-dimensional piecewise smooth signals that resemble images.

By incoherent, it is meant that the rows of Φ do not provide a sparse representation of the columns of Ψ and vice versa.

The second generation curvelet transform, which provides a sparse representation and good multiscale decomposition performance for curve singularities, is utilized as a powerful tool for the characterization of surface topographies.

We provide an adaptive strategy for solving shallow water equations with dynamic grid adaptation including a sparse representation of the bottom topography.

Now that we have a sparse representation of the PST problem, we can solve it using a sparse recovery algorithm.

The input source signal is expressed with a sparse representation of the source exemplars and (non-sparse) noise exemplars.

Vanishing moments of the basis functions permit a sparse representation of the solution and operators.

Finding such a sparse representation of a signal involves solving an optimization problem.