Sentence examples for from a robustness from inspiring English sources

Aleksander's research interests span algorithms, continuous optimization, science of deep learning and understanding machine learning from a robustness perspective.

We also present the results from a robustness study based upon a full factorial experimental design in which we varied extraction and measurement parameters.

In summary, from a robustness perspective, we concur with the Kagawa et al.

We used information from vaccination cards for a robustness check in Table 8.

However, I will show the results from both as a robustness check.

Three main results are a characterization of possible augmentations from observability perspectives, a parameterization of the augmentations from the method, and a robustness analysis of the proposed augmentation estimation method.

Experiments on actions captured from different view points revealed a robustness of our system to camera rotation.

To aid comparison with other studies, in particular from the USA, and as a robustness check, 'high volume' was also defined as 100 very low birthweight (VLBW; <1500 g) admissions of infants born in the same hospital per annum.

This proportionality was generally confirmed, also under the presence of environmental fluctuations and sexual recombination in diploids, and was explained from an evolutionary robustness hypothesis, in which an evolved robust system suppresses the so-called error catastrophe - the destabilization of the single-peaked distribution in gene expression levels.

Finally, we present evidence from a series of robustness checks to show that our results are robust to reasonable changes in sample selection criteria, estimation methods, and functional form assumptions.

However, feedback linearization suffers from a lack of robustness if plant-model mismatch exists.