no code implementations • 13 Oct 2022 • Norman Matloff
The old empathetic adage, ``Walk a mile in their shoes,'' asks that one imagine the difficulties others may face.
no code implementations • 13 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.
2 code implementations • 13 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.
no code implementations • 6 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.