Sentence examples for multiple kernels and from inspiring English sources

However, applications are getting more complex, with multiple kernels and complex data arrangements, generating overhead while scheduling/managing system resources.

In the proposed method, we use an exhaustive search for determining the combination parameters of multiple kernels and the parameter of each kernel.

Motivation: We propose a novel algorithm to combine multiple kernels and Laplacians for clustering analysis.

We implement the proposed OKLC models to integrate multiple kernels and Laplacians on disease data and journal set data.

To tackle the new problem, we propose a novel algorithm to incorporate multiple kernels and Laplacians in KL clustering.

If we set δ to 0, the cluster objective is simplified as to averagely combine multiple kernels and Laplacians.

The analysis stems from James Stein theory, shows the equivalence of shrinking and regularization and is carried using multiple kernels learning for regression and SVD analysis; a mean value estimator is built, first via a rational function and secondly via a balanced neural network architecture suitable for estimating statistical quantities and gaining symmetric expectations.

Some early literature related to use of multiple kernels simultaneously included Hartley and Rao (1967) and Rao (1971) and more recently Bach et al. (2004) and Sonnenburg et al. (2006).

We present a framework of quasiconformal mapping-based kernel learning machine under single kernel and multiple kernels for hyperspectral image data classification.

And they took advantage of multiple kernel learning and late fusion technology to combine these features.

Representative methods for multi-view learning can be categorized into three groups: co-training, multiple kernel learning, and subspace learning [52].