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This makes the classifier easier to store and faster to compute in the classification phase.
This implicit formulation has shown accurate as the classical approach, however, it is faster to compute the solution.
Using the optimised representations the set of all cycles is generally faster to compute than the smaller sets and it is preferable to try all and fail fast.
The resulting descriptor is based on sums of approximated 2-D Haar wavelet responses, which is more compact and much faster to compute than the SIFT descriptor. 3.
The first assumption is significantly more resistant to element shape distortions, whereas the second assumption is slightly faster to compute and more appropriate on boundaries where one or more elements are missing or several neighbouring elements share a side.
Neurons with rectified linear units (ReLU) activation function has been reported to be (a) easier to optimize, (b) converge faster, (c) generalize better and (d) are faster to compute [39].
Similar(34)
PCA is fast to compute, easy to implement and several computer applications implement it [75].
The usual reasons cited for use of the score test are that it is the locally most powerful test [e.g. (Chen et al., 2013; Wu et al., 2011)] and that it is fast to compute because the parameters of the alternative model need not be estimated this computation is usually the most expensive one.
Interpolation is then fast to compute.
Those methods are straightforward and quite fast to compute.
One of the benefits of the classic LBP is that it is very fast to compute.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com