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A compensation idea is introduced in the fine tuning stage to solve the over-fitting problem caused from testing data.
Engineers look for learning algorithms that are general, robust, require low expertise knowledge, and generate controllers that can run on the real robot without any tuning stage.
The second tuning stage, that is essential from this article viewpoint, depends on inter CLBs connecting wires delay regulation realized directly by load regulation.
Lastly, we propose a novel supervised layer-wise pre-training that initializes the fine tuning stage of the GSN with more discriminative projection matrices favoring the optimization of the non-convex cost function.
In order to attain an adequate acceptance rate and good mixing, the proposal scaling for the MCMC was determined during an initial tuning stage.
Here we use the implementation of SVM available in MATLAB as part of the Statistics Toolbox, and report the results for the best possible setup (using radial basis functions) found after an appropriate parameter tuning stage (model selection).
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Were the number of frequency channels equal to the demand, each channel could be given its correct width in the tuning stages of a receiver.
Jarvis Cocker will headline the Secret Garden Party 23-266 July, Huntington, secretgardenparty.com/2009) which this year also has a Ninja Tunes stage.
There is an acoustically tuned stage designed for orchestras and Broadway shows, a warren of grand chambers with inlaid wood and sweeping desert views, and Art Deco touches meant to recall the last ambitious engineering feat in the Nevada desert — the Hoover Dam.
This coupled detuned cascade unsteady aerodynamic model is first applied to a baseline tuned stage.
Both indexes discussed [ 22, 23] were developed to assist health organizations identify care intensity to provide targeted interventions based on diabetes disease stage, which requires a more finely tuned staging instrument than our purpose of adjusting for heath status as a possible confounder.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com