The phrase "a sparse version" is correct and usable in written English.
It can be used to describe a simplified or minimal version of something, often in contexts like data representation, design, or content.
Example: "The report provided a sparse version of the data, highlighting only the most critical findings."
Alternatives: "a minimal version" or "a simplified version".
A derivative of a sparse version of PLS was proposed by penalizing both features and sample dimensions to identify " regulatory modules" [ 16].
We propose a sparse version of multivariate ADTree such that it remains comprehensible.
Since a sparse version of the optical flow was chosen, these points are mainly focused on the hand contour.
The noise was expected to be minimized using a sparse version of PLS where the number of hidden components and transcripts were selected by leave-one-out cross-validation.
Therefore, we propose a sparse version of graph Laplacian eigenfunctions to select structure most informative markers which are also ancestry informative and can also be efficiently used to visualize the underlying population structure and correct population stratification in association studies.
A sparse version of the PLS (L penalty) as described in [ 20] was used to select a small subset of variables to explain every axis.
Whereas they considered a multi-class problem and developed its sparse version with ℓ2,1-norm regularization in their work, we reformulated its sparse method with elastic net penalization to suit our own needs.
Here, we present sample results with as simulation region of 135 × 216 ( R × Z ) cells. Figure 5 shows a sparse version of this grid.
This method can be regarded as sparse version of DTAM and LSD-SLAM.
In our sparse version of the MBPLS problem, we searched the sparse representations of loading vectors whose non-zero elements can form a multi-dimensional module.
We also compared the sMBPLS with the sparse version of PLS which is applied to the combined single input block (i.e. merged to a single block X).
