2 papers
cs.SI2019
Compressive Closeness in Networks
Hamidreza Mahyar, Rouzbeh Hasheminezhad, H Eugene Stanley
Distributed algorithms for network science applications are of great importance due to today's large real-world networks. In such algorithms, a node is allowed only to have local i…
cs.IT2016
Convex block-sparse linear regression with expanders -- provably
Anastasios Kyrillidis, Bubacarr Bah, Rouzbeh Hasheminezhad +3
Sparse matrices are favorable objects in machine learning and optimization. When such matrices are used, in place of dense ones, the overall complexity requirements in optimization…