169 citations · 818 across the 32 of their papers we have counts for
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cs.IT2014★ 18 cited
Greedy Sparsity-Promoting Algorithms for Distributed Learning
Symeon Chouvardas, Gerasimos Mileounis, Nicholas Kalouptsidis +1
This paper focuses on the development of novel greedy techniques for distributed learning under sparsity constraints. Greedy techniques have widely been used in centralized systems…
cs.IT2014★ 44 cited
Robust Linear Regression Analysis - A Greedy Approach
George Papageorgiou, Pantelis Bouboulis, Sergios Theodoridis +1
The task of robust linear estimation in the presence of outliers is of particular importance in signal processing, statistics and machine learning. Although the problem has been st…