After vowing in September to "substantially" reduce audits on a low-income tax credit, the IRS confirmed it's taking steps to address the inequity. During a House Ways and Means Committee hearing, IRS ...

It is a significant and challenging task to detect the informative features to carry out explainable analysis and build an interpretable AI system for high dimensional data, especially for those with ...

Optimization seeks to find the best. It could be to design a process that minimizes capital or maximizes material conversion, to choose operating conditions that maximize throughput or minimize waste, ...

The new technical assistance document is focused on preventing discrimination against job applicants and employees with respect to employment decisions made with the assistance of automated systems By ...

In recent years, employers have tried a variety of technological fixes to combat algorithm bias — the tendency of hiring and recruiting algorithms to screen out job applicants by race or gender. They ...