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To estimate the sparse grid, we formulate an optimization problem using customized binary weights in the regularizer, where the weights are formulated to promote periodicity.
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Secondly, we have chosen a series of binary weights in order to make unique correspondence between ΣCI values and CI groups.
In case the dimensionality of the double-mutant fitness matrix W is moderate, the matrix approximation problem can be treated using iterative procedures, which solve the weighted least-squares optimization problem, in which binary weights can be employed to ignore the effects of missing entries [58].
The rules are modelled with binary weights on which constraints are imposed in order to ensure consistency.
Alternatively, frequency-dependent binary weights can be used to exclude microphone pairs at the frequency bins where spatial aliasing might occur for those pairs, as done in [27].
This is probably due to the fact that the Willson method implemented in QuartetSuite is intended for weighted quartets, whereas NJ quartets are given only binary weights.
Specifically, for each edge in the network the binary weight was drawn from a binomial distribution with the binomial probability estimated from the merged data sets.
The subset of mutation pairs used at a particular step of the approximation process was encoded in the binary
This algorithm performs a binary search [[ 20], p. 37] on the edge weights in the graph.
Once terms are selected, we use simple binary weight vectors to represent the text.
Using such a model will--in addition to simple binary weighting with wall crossings--lead to the failure explained previously when the competing particle clouds are walking in different surroundings and there are (erroneous) particles that happen to be in an area with few or no constraints.
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Justyna Jupowicz-Kozak
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