Search Results for author: Norman Matloff

Found 4 papers, 1 papers with code

Walk a Mile in Their Shoes: a New Fairness Criterion for Machine Learning

no code implementations13 Oct 2022 Norman Matloff

The old empathetic adage, ``Walk a mile in their shoes,'' asks that one imagine the difficulties others may face.

counterfactual Fairness +1

A Novel Regularization Approach to Fair ML

no code implementations13 Aug 2022 Norman Matloff, Wenxi Zhang

A number of methods have been introduced for the fair ML issue, most of them complex and many of them very specific to the underlying ML moethodology.

Fairness

Polynomial Regression As an Alternative to Neural Nets

2 code implementations13 Jun 2018 Xi Cheng, Bohdan Khomtchouk, Norman Matloff, Pete Mohanty

Despite the success of neural networks (NNs), there is still a concern among many over their "black box" nature.

regression

Improved Estimation of Class Prior Probabilities through Unlabeled Data

no code implementations6 Oct 2015 Norman Matloff

Work in the classification literature has shown that in computing a classification function, one need not know the class membership of all observations in the training set; the unlabeled observations still provide information on the marginal distribution of the feature set, and can thus contribute to increased classification accuracy for future observations.

Classification General Classification

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