Sentence examples for alleviate the sample from inspiring English sources

With this cumulative hidden layer, our model is learnt indirectly using faces with neighbouring ages and thus alleviate the sample imbalance problem.

Here, we take advantage of the sparsity of the spectrum to alleviate the sampling burden.

To alleviate the sampling bottleneck, a promising alternative for this type of sparse signals is the use of sub-Nyquist sampling techniques.

For current CRNs, the CS has been used to alleviate the sampling bottleneck, which aims at decreasing the sampling rates for the acquisition of compressible signals[13, 14].

Here, we explore if the simulation of complex ecological experiments including stochasticity-induced variation can aid in alleviating the sample size limitation of empirical studies.

This indicates that CNVhac alleviates the sample batch dependence of CNV calling to a certain extent.

Compared to one popular CNV detection method known as Birdsuite [ 5, 13], CNVhac, indeed, alleviates the sample dependence of CNV calling more effectively.

To alleviate the finite sample effects, the forward backward averaging technique is introduced to enhance system performance.

These ensemble techniques have the advantage to alleviate the small sample size problem by averaging and incorporating over multiple classification models to reduce the potential for overfitting the training data   [ 16].

Secondly, moving from a gene-based to a module-based representation reduces the number of input variables, which alleviates the small sample size problem.

Statistical analyses of data can alleviate the need for extensive sampling and chemical analyses of tailings to perform risk assessment on contaminant release.