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This lower bound very nearly matches the known upper bound one gets by taking a random projection of the sparse vector followed by an ℓ1 estimation procedure such as the Dantzig selector.
While the site does rank links the main experience is by taking a random walk around the internet.
The back-off counter b ρ is selected by taking a random number from the range [0,CW ρ ].
Encryption: a message m is encrypted under public key P k by taking a random number (r in _{R} mathbb {Z}^_{N-1}) and computing (E_{P_{k}}(m) = g^ m cdot r^ N mod N^{2}).
Encryption: a message m∈G is encrypted under public key y by taking a random number (r in _{R} mathbb {Z}^_{q}) and computing c=g r and d=m·y r.
This is added by taking a random chunk of speech from the speech dataset and adding it to the isolated events dataset in different signal-to-noise ratios (SNR), where the signal is the non-speech acoustic event and the noise is the speech that corrupts the targeted acoustic event.
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A total of 1539 ICU stays were admitted from January 2001 to December 2002; 786 ICU patients were included in the study by taken a random sample.
Imputed values for missing heights/BMIs were generated by firstly taking a random draw of the error terms, then taking a random draw of the growth parameters and using these to predict imputed values for the missing growth data.
Data for each sub-model were selected by taking a 15% random sample (n = 1 260) with replacement from the 'used' data (pixels where fire was detected) and the equivalent number of samples from the 'available' data (all pixels).
From each ultra thin section the intercellular tissue was examined by taking a simple, random sample of ten digitized TEM images of the intercellular tissue.
The common characteristic of all surveillance systems is to have a continuous data collection system [ 2] usually by taking a new and independent random sample at each time period and therefore individuals are not followed as in longitudinal studies.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com