We implement both single-task and multitask learning methods using efficient variational approximation schemes, where covariance calculations are the most time-consuming steps because of matrix inversions.
Unlike the costly steam-based systems used elsewhere in the Middle East, the Israeli method uses energy-efficient filtration devices that Israel has helped to perfect, but long could not afford on a large scale at home.
The technique that we use for the simulations is a combination of the configurational-bias Monte Carlo method (used for efficient generation of molecular models of n-alkane chains) and the dual control-volume grand-canonical MD method.
The optimization method uses the Nelder Mead algorithm, efficient to solve non-linear problems.
The method uses novel and highly efficient algorithms for interpolating the velocity vector and constructing the convention term.
Using efficient methods to reduce the computation time of input, comparison, sampling, and a variety of reduction methods will play an important role in big data analytics.
At the next stage are investment-driven economies which have the ability to produce products and services of high quality using efficient methods but at lower wages than advanced economies.
This work describes an alternate design process for slender member structures using efficient methods for manipulating, storing, and slicing the geometry of the part.
There are at least two approaches to addressing this problem: (1) principle component based methods [ 18- 20], which focus on identifying the effective number of tests using matrix decomposition, and (2) permutation test methods [ 21- 23], which use efficient algorithms that fully account for the correlation structure among SNPs.
However, if the extraction method used was not efficient enough to detect the presence of an ancient organic binder, the conclusions reached could be inaccurate.
