Sentence examples for sparse parameter from inspiring English sources

Open image in new window Fig. 8 Computational efficiency with different values of sparse parameter.

The sparse parameter (eta ) for Sp-MIML simply equals (10^{-5}).

The best combination of forecasting accuracy and computational efficiency is achieved by adjusting the sparse parameter υ.

Simulation results show that the elapsed time is distinctly saved on the premise of modification effect by choosing a proper sparse parameter.

The key parameters to be chosen include the sparse parameter υ n for each order, the bandwidth η n, the hybrid regression step d 1, d 2, d 3, and the auto-regression step d ar,n.

However, we do not know the sparse parameter s beforehand.

Following the results presented by the compressed sensing paradigm, the Laplace (or double exponential) probability distribution is found to be more suitable for representing sparse parameters.

Recently, a new signal model with two-dimensional (2D) sparse parameters, called 2D sparse signal model, has been introduced [17, 18], and some algorithms for 2D sparse reconstruction have been proposed [19 24].

LineageProgram is a log-linear model that uses latent factors and L1 regularization to obtain sparse parameters, structures and spectra.

One benefit is that the proper sparse level parameter which is hard to choose in the original JSR model is not needed anymore.

(beta _1), (gamma _1) are the weight penalty term and the sparse hyper-parameter of CRSM.