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One can easily check that the total used size is always below the theoretical bound.
The results show that the total used memory (also called LFPM) is always below the theoretical bound of 5m l n(n/m) bytes given in [10].
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With our implementation we are very close to the theoretical bound of the cheap gradient principle.
According to the theoretical bound in [15], the set size of IGC sequences comes up to the maximum number.
For these results, the achievable theoretical bound for a fixed rate seems to coincide with the performance of LDPCA.
Using the FI gives a theoretical bound for the local resolution of any unbiased estimator (Lehmann, 1998).
It also allows us to simplify the mathematical analysis to provide a theoretical bound on the resulting recovery error.
3. The convergence point, FOR EVERY HIDDEN LAYER, lies on or very close to the Information Bottleneck (IB) theoretical bound.
Theorem 1 gives a theoretical bound of the stretch factor of CSR protocol.
There is no theoretical bound on n.
We also derive the theoretical performance bound, i.e., the Cramer-Rao bound (CRB) as the performance benchmark.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com