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Despite significant progress in ML techniques like deep learning, ML systems often make dangerous and even potentially fatal mistakes, especially for rare corner case inputs.
Use linear programming to find worst case inputs to a dynamic program in order to explore the tightness of a bound for approximating maximum weight hypertrees with windmill farms.
In the first case inputs of controller are results of on-line and off-line transformer tests: age, the overheating temperature of the hot spot, frequency response analysis, temperature of insulation, dissolved gas-in-oil analysis, tgδ and polarization index.
In this study, a general framework for analytical UQ of model outputs using a Gaussian process (GP) metamodel is presented, where case inputs are characterized as normal and/or uniform random variables.
Sensitivity analysis revealed that the impact adjuvant treatment may be underestimated given the lack of data on temporal variation in treatment efficacy.We developed a simulation model that uses CISNET base case inputs and closely, but not exactly, reproduces U.S. breast cancer mortality rates.
In this case, inputs are considered to be complements.
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Replacing the output shaft and the transfer case input shaft should stop the grinding.
The main result of this paper consists in finding optimal worst case input sequences for LPV FIR models.
Comparatively, an SCR system under the same base case input parameters would have a net present worth of +$3.87 million.
For the first case only a single steady state was found, while in the second case input and output multiplicities were determined.
And we're going to be talking about I don't know 10 raised to 18 as being something that we're concerned with from a standpoint of a common case input for an algorithm.
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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