55 citations · 119 across the 28 of their papers we have counts for
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cs.LG2020
Partitioning signal classes using transport transforms for data analysis and machine learning
Akram Aldroubi, Shiying Li, Gustavo K. Rohde
A relatively new set of transport-based transforms (CDT, R-CDT, LOT) have shown their strength and great potential in various image and data processing tasks such as parametric sig…
cs.LG2017
CUR Decompositions, Similarity Matrices, and Subspace Clustering
Akram Aldroubi, Keaton Hamm, Ahmet Bugra Koku +1
A general framework for solving the subspace clustering problem using the CUR decomposition is presented. The CUR decomposition provides a natural way to construct similarity matri…