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By minimizing this quadratic function through a proxy function called the pseudo-ISI, one can optimize the ISI energy of the filter while the frequency response of the filter satisfies a spectral mask.
All that is needed is what Quine calls a proxy function, which maps each object onto another object and each predicate onto one which is true of a given proxy-object if and only if the original predicate is true of the original object.
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In this paper, it is shown that a modified sequential approach utilizing a Control Proxy Function (CPF) can be used to produce optimal, or near-optimal, solutions while allowing this decomposition.
It works by constructing a potential proxy function to estimate the density of data points.
Similar to MITIE's loss function (-loss), we implemented a quadratic proxy function for the negative log-likelihood under the model of Poisson-distributed reads (-loss).
RFC5844 [35] provides the IPv4 home address mobility support in PMIPv6 networks, and an Internet Group Management Protocol IGMPproxyoxy function at the MAG can support IPv4 multicast in an analogous way.
Piece-wise quadratic loss function For efficient optimization, we approximate the log-likelihood term using a piece-wise quadratic proxy function with the property that it is convex and has the same global minimum as (which is reached at ). See Supplementary Section K for details on estimating.
Plant genotype probably selects for function rather than microbial lineage, and even though 16S rRNA gene sequence data can be used as a proxy for function, these inferences are limited.
Using ligand binding as a proxy of function, we show that the structure of ligand-binding sites significantly influences the evolution of protein complexes.
Treating it as such has enabled us to use robot actions to gain information; to account for human pedagogic behavior; and to exchange information between the human and the robot via a plethora of communication channels, from external forces that the person physically applies to the robot, to comparison queries, to defining a proxy objective function.
But it achieves this not only by using stability as a proxy for function, but also by dispensing with the notion of a stability threshold a minimal stability, below which structures are deemed non-functional [8].
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com