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You know when you watch an indie video and you're like: "Why are they underwater in upside- down chairs with a random projection of a butterfly interspersed?
First, FJLT is a random projection, enhancing the security of the hashing scheme.
FJLT shares the low distortion characteristics of a random projection, but requires much lower computational complexity.
where ( mathbf{R}in {mathbb{R}}^{dtimes m} ) is a random projection matrix, d<m.
where B ̂ ( T ) = R ( T ) ( I − γ P ̂ ( T ) ) and R(T) is a random projection matrix.
A similar approach that uses the pseudo inverse of a random projection matrix was also presented in [17].
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Liu et al. [11] adopt a power-law decaying-data model verified by real datasets and proposed a random projection-based estimation algorithm for this data model.
To address the irrevocable nature of biometric signals whilst obtaining stronger privacy protection, a random projection-based method is employed in conjunction with the SIN approach to generate changeable and privacy preserving biometric templates.
A random projections method is subsequently applied to efficiently recover these SNPs.
To do so we apply a random projections method: we perform multiple iterations; in each iteration we sample a random vector r = (r 1, r 2,..., r n ), where r i ∼ N 0,1).
where ||u|| LL, H and R are the Lorentzian norm of u, a Cauchy random projection signal and a Cauchy random projection matrix, respectively.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com