2 papers
stat.ME2021
An algorithm-based multiple detection influence measure for high dimensional regression using expectile
Amadou Barry, Nikhil Bhagwat, Bratislav Misic +2
The identification of influential observations is an important part of data analysis that can prevent erroneous conclusions drawn from biased estimators. However, in high dimension…
cs.CV2018
Learning to Unlearn: Building Immunity to Dataset Bias in Medical Imaging Studies
Ahmed Ashraf, Shehroz Khan, Nikhil Bhagwat +2
Medical imaging machine learning algorithms are usually evaluated on a single dataset. Although training and testing are performed on different subsets of the dataset, models built…