Sentence examples for huge amount of parameters from inspiring English sources
This paper employs this theory and contributes in two aspects: first, we examine the behavior of noise injection in DNN training, a more challenging task involving a huge amount of parameters; second, we study mixture of multiple noises at various levels of signal-to-noise ratios (SNR), which is beyond the conventional noise injection theory that assumes small and Gaussian-like injected noises.
The huge amount of parameters for nonhomogeneous models makes a maximum-likelihood approach unfeasible and unreliable for a whole tree on n taxa if n is large.
A 'heuristic' approach to process design helps to quickly cut through the huge amount of technical options and parameter variability, provided the process of applying the experience is coordinated.
This requires a huge amount of computational resources to assess the impact of parameters that influence the neuronal response.
Albeit, we usually need to estimate a few parameters only, the huge amount of data to be processed for such estimation in video datasets demands a high computational effort.
While this approach is very valuable for theoretical studies, the estimation of reliable parameter values would require a huge amount of experimental data.
Traditionally, the control parameters of the actuators are obtained through huge amount of trial-and-error experiments.
Moreover, some data mining algorithms have been applied to reduce the huge amount of raw data, to recognize patterns for analysis, and to learn the given parameters.
To get the same information with likelihood-based methods would require a huge amount of additional computation whereas, with ABC, the largest proportion of computation used for estimating parameters can be recycled in a bias/precision analysis.
