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The linear smoothing approach [10] that which imposes an approximation in the range of [−v0, v0], as shown in Fig. 4 (v0 is a predefined constant), is one of the commonly used approaches.
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This imposes an extra cost.
The latter yields better approximations, but imposes a condition on the input.
We develop local prior robustness measures for mean-field variational Bayes(MFVB), a VB technique that imposes a particular factorization assumption on the variational posterior approximation and demonstrates the accuracy of our method on a range of real-world problems.
Here, μ > 0 is a regularisation parameter which balances the approximation error and sparseness of Φ and imposes a unique solution.
By imposing a low-rank approximation to the extremely high-dimensional complex imaging data, the curse of dimensionality is greatly alleviated, thereby allowing development of a fast estimation algorithm and regularization.
True, it imposes a (small) haircut.
"What if Salmond imposes a mansion tax?
He imposes a tax.
In contrast, the thin-sheet approximation imposed a minimum block size compared to the thickness of the thin layer, such that the approximation still held.
For this purpose, the evolution of the time-varying poles is considered piecewise-constant which imposes the same approximation in frequency estimation.
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