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A good initialization can considerably speed up the convergence of the above stochastic gradient algorithm compared with random initialization.
However, with negotiations taking more than half a year to reach a deal on one point, it is difficult to see how the two parties can stick to their original schedule unless they considerably speed up the pace.
Although computer software is still far from offering fluent full-text translations, applications such as electronic dictionaries, search engines, and databases considerably speed the translation process and eliminate hours of library time.
In this contribution, we present a simple importance sampling technique to considerably speed up Monte Carlo simulations for bit error rate estimation of orthogonal space-time block coded systems on spatially correlated Nakagami fading channels.
Authors have found that segregation is characterized by algebraic scaling laws and introducing even a moderate amount of local coherent motion will considerably speed up the segregation process (Figure 8).
This approach would be of particular interest for the early screening of infection at patient's admission as a complement to bacteria identification technics among which PCR and mass spectroscopy will considerably speed up infection diagnosis.
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So you might say gold has considerably sped up the process by which civilizations are created, and in many cases it has paid the bill for it".
For the patient it means that instead of having to wait a few hours for results, we can get them in 20 minutes and that considerably speeds up diagnosis and treatment.
The data/relation table design adds a layer of complexity to the database, but simplifies the resultant query implementation complexity, considerably speeding up real-time interactive retrieval.
The calculation is carried out by the Ritz method in which the eigenmodes of the plate obtained are taken as the coordinate functions, which considerably speeds up the process of obtaining a solution compared with existing approaches.
The extended DEDR method combined with the dynamic VA regularization has been adapted to the NN computational framework for perceptually enhanced and considerably speeded up reconstruction of the RS imagery acquired with imaging array radar and/or fractional SAR imaging systems operating in an uncertain RS environment.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com