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Now, by minimizing over two cuts, i.e., minimizing (43) and (44), we get the desired bound in (41).
On the other hand, in order to handle the nonconvexity of the optimization problem, we use an iterative alternating minimization approach: minimizing over the coding matrix while maintaining fixed the latent source matrix and viceversa.
For comparison, Figure 1 also shows the boxplot of the minimal error rate obtained by minimizing over all 124 classifiers (left box) and the distribution of all 124 × 20 = 2480 error rates obtained by running the 124 classifiers on the 20 permuted data sets (right box).
Therefore, r determines m and so minimizing N over m is equivalent to minimizing over r.
Tighter LLRs can be produced by tracking global minimum distances rather than just minimizing over the per stream LLRs.
(3 Finally, the minimum cost of embedding bits can be calculated by minimizing over all the states in stage.
Similar(47)
The proposed optimal Internet data budget management (O-IDM) maximizes the resource utilization while minimizing over- and under-provisioning for all user applications.
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Data filtering based on mapping qualities and coverage can assist with minimizing over-inflated MOI estimates.
The ultimate goal of de-identification software is to scrub true patient identifiers while minimizing over-scrubbing (erroneously removing non-PHI data).
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CEO of Professional Science Editing for Scientists @ prosciediting.com