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We used L2 penalization (penalizing the squared norm of the parameter vector).
All penalized regression methods require input of one or more values for the penalization parameter(s).
Thus the penalization has been greatly mitigated.
Not [INAUDIBLE] penalization, but that's it.
MR. FERRER -- This isn't a penalization of Wall Street.
Instead of seeking help, women are going underground for fear of penalization.
This approach, however, has limitations, such as penalization of specific predictions (see Discussion).
This finally suggests that mixing input perturbation with smoothness-based penalization might be profitable.
This penalization is added to the distance criterion to minimize.
Instead of forcefully managing interpersonal relationships at work, she argues for vulnerability — having tough, truthful conversations without penalization.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com