Outlier Prevalence Analysis for Quantification of Unknown Entities
In progress open-world machine learning tool. Will allow for interval estimation of the proportion of datapoints in a real world dataset that are outside of the closed world of a training set under certain limited circumstances.
Development of this software was supported by the Defense Advanced Research Projects Agency under awards W911NF-20-1-0255 and W911NF-15-1-0544.