Sentence examples for sparse training from inspiring English sources

This is of crucial importance when dealing with small or sparse training datasets.

Fig. 2 A brief figure description of MAP adaptation in sparse training data.

Note in particular the output "sparse training set" that is used in multiple downstream locations.

However, in case of a sparse training set, the most substantial probability would be for staying in the same state.

Lower right component remains still because it has no speaker frame Fig. 3 A brief figure description to FA-based i-vector adaptatinn in sparse training data.

Our implementation of naive Bayes was adapted from the R package e1071 for use with the sparse training data typical in a term-by-document matrix [44].

The construction of kernel feature space based on the sparse codes of training samples provides promising implement of curvilinear coordinate system along the flow of nonlinear feature.

As an important pre-processing step to remove redundancy, whitening transformation is applied to image patches before training sparse autoencoders and the same transformation is performed on every image region to be convolved in convolutional autoencoders.

end{aligned}It is notable that in the Sp-MIML, the coefficients of irrelevant props should not be restricted to be sparse during the training stage, since the un-purchased props are not provided with the property of sparsity.

Then, traditional SRC represents a test sample as a sparse combination of training sample and assigns it to the class which minimizes the residual between itself and X α ^ 1 c.

This is related to the issue of a selection of an appropriately sparse dataset for training (see [Ganesh et al., 2008; Yamashita et al., 2008] for a discussion of the fMRI case).