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Exact(13)
α controls the weight of negative disparity.
The weight change rate σ controls the weight adaptation speed.
The parameter (beta ) controls the weight of the sparsity penalty term and the parameter (lambda ) does the weight decay regularization.
The term (lambda (||p||^{2} + ||q||^{2} )) penalizes the magnitudes of the learned parameters to prevent overfitting, and the constant (uplambda) controls the weight of the two terms.
where β controls the weight of the penalty term and ρ is a parameter preset before training, typically very small [37].
In this paper, a modified simple penalty function is proposed for a constrained nonlinear programming problem by augmenting the dimension of the program with a variable that controls the weight of the penalty terms.
Similar(47)
where, λ, which lies between 0 and 1, is the forgetting factor that controls the weights assigned to old observations.
In the present study, the distance decay constant (DDC), which controls the weighting of the observations, is assumed to be 20 km.
Comparing this kernel with that of the original BLF in Eq. (4), the third term is our proposal which adaptively controls the weights near the edge areas.
The input scheduler controls the weights of the HP and LP queues based on the HP traffic load and buffer size.
The parameter β controls the weights on the edges.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com