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Two of the three AD formulations (Kernel Density Estimation and weighted KDE) can be applied without imposing any computing time overhead because the respective applicability scores can be calculated simultaneously with the prediction using the same iteration.
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In our simulations, in order to have apples to apples comparison, we use the same iteration numbers specified earlier, for all the configurations.
Speedup is here defined as the factor by which the simulated time increases with respect to a simulation without coarse graining using the same number of iterations.
Using the same number of LNS iterations (25,000), LNS+SC improves LNS by about 1.3%% and LNS+LS+SC improves LNS+LS by about 1.7%%.
Analyses were based on two independent runs of the program both using the same settings (100,000 burn-in iteration and data collection for an additional 100,000 iterations; default settings were used for all other parameters).
Compared with DCB-splines, our splines can generate visually pleasant surfaces with smaller fitting errors by using the same number of knots and iterations.
We kept re-examining the candidates by performing more iterations using the same fusion order so that we can examine the convergence of our approach.
In the LS, the turbo decoding is performed using the same algorithm and number of iterations as those used for building the LUTs.
As a high correlation coefficient would be expected due to all waveforms being selected for having a noticeable downwards deflection, these results were also compared to the mean results of comparing mean waveforms between non-equivalent clusters in the other time point at random, over 10 000 iterations, using the same method as described above.
The alternative solution, employed in CGHScan, scans each region identified in the first iteration for conserved regions, using the same random walk method.
(ii) Second, the zero step iteration (MSF image) can be computed using the same factorized structure analogues to.
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