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On Fairness and Calibration

Neural Information Processing Systems, 2017
The machine learning community has become increasingly concerned with the potential for bias and discrimination in predictive models. This has motivated a growing line of work on what it means for a classification procedure to be "fair." In this paper ...
Geoff Pleiss   +4 more
semanticscholar   +1 more source

Calibration

2014
Calibration: operation that, under specified conditions, in a first step, establishes a relation between the quantity values with measurement uncertainties provided by measurement standards and corresponding indications with associated measurement uncertainties and, in a second step, uses this information to establish a relation for obtaining a ...
openaire   +3 more sources

Calibration Process and Constructions of Extrusion Calibrators

Key Engineering Materials, 2014
In the cellular extrusion process, the extrusion head gives the extrudate the desired cross-section shape and dimensions, taking into account the Barus effect and the shrinkage effect. However, if strict requirements are imposed with regard to cross-section shape and dimensions, it is necessary to fix the shape and dimensions by calibrating the ...
Tomasz Garbacz, Ľudmila Dulebova
openaire   +2 more sources

Interferometric calibrations and astronomical calibrators

New Astronomy Reviews, 2008
Abstract This chapter gives some indications on the selection of suitable astronomical calibrators for interferometric observations. After an introduction to interferometric calibrations, we will focus on the criteria, steps and tools developed by ESO to prepare VLTI observations and to select calibrators.
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Multivariate calibration

Journal of Chromatography A, 2007
The bases of multivariate calibration are presented with special attention to some points usually not considered or underevaluated, i.e., the sampling design, the number of samples necessary to obtain a reliable regression model, the effect of noisy predictors, the significance of the parameters used to evaluate the performance ability of the ...
FORINA, MICHELE   +2 more
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The Calibration Problem

1993
When measuring gas pressure changes in a container, for example an engine cylinder or a gun, by means of a piezoelectric pressure transducer, highly relatively accurate values must be made available in order to obtain the specified absolute accuracy.
Jiří Hřebíček, J. Buchar
openaire   +2 more sources

Calibration and Partial Calibration on Principal Components

Statistica Sinica, 2017
In survey sampling, calibration is a popular tool used to make total estimators consistent with known totals of auxiliary variables and to reduce variance. When the number of auxiliary variables is large, calibration on all the variables may lead to estimators of totals whose mean squared error (MSE) is larger than the MSE of the Horvitz-Thompson ...
Cardot, Hervé   +2 more
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A method for calibration of partial discharge calibrators

1998 Conference on Precision Electromagnetic Measurements Digest (Cat. No.98CH36254), 1999
A method for calibration of partial discharge calibrators has been developed based on passive integration of the induced charge. The voltage over a known capacitor is measured by a calibrated digital sampling voltmeter and the charge is calculated as the voltage multiplied by the capacitance.
O. Gunnarsson   +2 more
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Calibration of Aging

Journal of Personality Assessment, 1974
Summary Ninety-two elderly Ss ranging in age from 57 to 92 were examined in an effort to find a battery of psychological tests which would effectively measure their level of intactness or deterioration of function. Five tests were used: the Rorschach, Gesell Incomplete Man Test, Bender Gestalt, Monroe's Visual Three, and the Color Tree Test.
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THE CALIBRE OF THE MIDURETER

Australian and New Zealand Journal of Surgery, 1980
The mean circumferences of twenty‐eight ureters have been measured at one‐centimetre intervals from the midpoint. Midureteric constriction was not a regular feature.
openaire   +2 more sources

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