The phrase "application of a sparse" is not correct as it is incomplete and lacks context.
It could be used in a technical or academic context where the full phrase would clarify what is being applied in a sparse manner, such as in mathematics or computer science.
Example: "The application of a sparse matrix in this algorithm significantly improves performance."
Alternatives: "use of a sparse" or "implementation of a sparse".
The common structure property of the sparse source vectors suggests the application of a group sparse reconstruction.
We note that due to application to a sparse matrix this procedure would not necessarily lead to the optimal ordering.
The common structure property suggests the application of a group sparse reconstruction.
The proposed method, application of a deep sparse autoencoder, thus enabled higher recognition accuracy, better generalization, and more stability than that which could be achieved with the other methods [79].
Moreover, to show a potential application of such sparse representation, we use the resulting linear prediction coefficients inside a multi-pulse synthesizer and show that the corresponding multi-pulse estimate of the excitation source results in slightly better synthesis quality when compared to the classical technique which uses the traditional non-sparse minimum variance synthesizer.
A new application of a model, suitable for sparse and count-like publication data, is presented.
In so doing, we enable the application of conventional sparse reconstruction schemes to obtain an image of the sparse part of the scene containing the stationary indoor targets.
Given that dynamic texture and statistical noise are typically distributed through the entire space anisotropically, their influence on an actual signal will be obviously weakened after application of the sparse projection process.
In this paper, we demonstrate the field-scale application of learned sparse geologic dictionaries for history matching.
The conventional CS setup is about recovery of a sparse vector while many applications involve acquisition of multiple signals.
