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In this paper, a new class of circulant matrices built from the deterministic filter and the deterministic subsampling is introduced for convolution-based compressed sensing.
It does not analyze permutations, but processes binary matrices built from them.
We define the Block instability noted BIS for a pair of hyperparameters by measuring how the two Jacobian matrices built from two models learnt from two different subsamples differ in average.
A common idea is that similar sequences should be searched with 'hard' matrices (created from less divergent sequences) and remote sequences should be searched with 'soft' matrices (built from more divergent sequences) [ 50].
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Let C p denote the covariance matrix built from this integration.
Let R l be a matrix built from 20, 000 received bits with l = 2,..., 100 and L = 200.
The autocorrelation function is empirically determined and used to reconstitute the correlation matrix as the toeplitz matrix built from the autocorrelation function.
Using a labor matrix built from transaction data that determine the busiest times, he effectively allocates workers back and forth between such tasks as manning the cash registers and cleaning.
We compute the confidence intervals using the estimates derived during the previous step and the Fisher information matrix built from the likelihood function of the unknown α and β parameters.
where R= W H.diag D), W being a discrete Fourier transform matrix built from the transmit QAM symbols vector of size P; we have W ( k, l ) = 1 / P. exp ( - 2 j π. ( k - 1 ).
In a centralized batch mode, positions can be retrieved (up to a rigid transformation) by applying an eigenvalue decomposition on a so-called similarity matrix built from the relative distances.
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