Maryam Jaberi

SWIFT: Sparse Withdrawal of Inliers in a First Trial

We study the simultaneous detection of multiple structures in the presence of overwhelming number of outliers in a large population of points. Our approach reduces the problem to sampling an extremely sparse subset of the original population of data in one grab, followed by an unsupervised clusterin…