Sentence examples for crucial kernel from inspiring English sources

While fair-share scheduling is a crucial kernel service for such applications, it is still at an early stage with respect to performance-asymmetric multicore architecture.

One of the key problems in machine learning theory and practice is setting the correct value of the regularization parameter; this is particularly crucial in Kernel Machines such as Support Vector Machines, Regularized Least Square or Neural Networks with Weight Decay terms.

This ASIC was custom-designed so that crucial lattice QCD kernels achieve an overall sustained performance of 50% on machines with several 10,000 nodes.

Once again, this is crucial – this is the kernel of compulsive game design, from Space Invaders to Call of Duty.

Three crucial aspects constitute a kernel of the approach, i.e., (1) segmentation of short fibers; (2) establishment of geometric relation of short fiber with surrounding grains and (3) local nature of micromechanics.

The crucial condition that a kernel should satisfy to be suitable for SVM is to be positive definite, meaning that the SVM problem is convex, and hence that the solution of its objective function is unique.

end{aligned}Degenerate kernel methods are crucial in approximation theory and in scientific computing.

The most crucial step was freeing the teosinte kernels from their stony cases.

Though integrating these advantages, existing ELM algorithms pay little attention to optimizing the choice of kernels, which is indeed crucial to the performance of ELM in applications.

Further, to the best of our knowledge, two rounds of string kernels have not been applied to identify crucial k-mers and to avoid projecting the input sequences to overly high-dimensional kernel space.

A crucial element is the underlying architecture of the kernel, and the proper definition of points where exchanges can be performed.