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" ... Banking and insurance companies use the same technology to fix imbalances that complicate the data-picture. In fraud detection, for example, AI has a hard time detecting fraudulent events as a result of their rarity. ... "
" ... He will create a pandemic testing board to increase testing capacity and a Covid-19 Health Equity Task Force to fix imbalances in the populations who are getting vaccinated. ... "
" ... It will not be enough to develop a project or programme, thinking that if you build it they will come. Top level engagement with race and equality issues is paramount if imbalances and systemic racism is to be eradicated. This means that all hands must be on deck, and a firm, authentic commitment is visible from leadership. ... "
" ... Standard training workflows can help identify these imbalances and adjust the consistency of the training data to help, but ultimately many applications require the generation of additional training data to yield robust models. ... "
" ... These same positives, imbalances and negatives also play out inside the software application development community. Some programmers value face-to-face interpersonal contact and team meetings; but without stereotyping the geek community, this is the exception rather than the rule. ... "