2 papers
cs.LG2018
Sparse One-Time Grab Sampling of Inliers
Maryam Jaberi, Marianna Pensky, Hassan Foroosh
Estimating structures in "big data" and clustering them are among the most fundamental problems in computer vision, pattern recognition, data mining, and many other other research…
stat.ML2018
Probabilistic Sparse Subspace Clustering Using Delayed Association
Maryam Jaberi, Marianna Pensky, Hassan Foroosh
Discovering and clustering subspaces in high-dimensional data is a fundamental problem of machine learning with a wide range of applications in data mining, computer vision, and pa…