Exact(3)
The model makes use of the most recent "moving window" of information on suspect cases and dynamically updated the parameters of the assumed probability distributions.
Particularly, to mimic real situations, we also updated the parameters of α k and β k in Formula 2.3 by linear regression with current setting of I ki.
For the expectation step, each MA was assigned a weight (possibility to belong to these two distributions), and then based on these weights, a maximum likelihood calculation updated the parameters of the two distributions.
Similar(57)
We adopt the SGD [29] to update the parameters of the siamese network.
The parameter T is the allowable maximum number of updating the parameters α and β.
For updating the parameters of the fuzzy system, an adaptation proportional-integral (PI) law is proposed.
DisSVRG adopts the variance reduction technique to update the parameters in a model.
Moreover, a recursive algorithm for online updating the parameters of the failure prognosis model is developed.
Then the algorithm was updating the parameters iteratively until convergence, by using the training set Tr.
Batch size (BS): The "batch" learning accumulates contributions for all data points, then updates the parameters.
A Bayesian procedure was applied to update the parameters in the exponential model.
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