80 citations · 110 across the 8 of their papers we have counts for
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math.OC2019★ 80 cited
Optimization and Learning with Information Streams: Time-varying Algorithms and Applications
Emiliano Dall'Anese, Andrea Simonetto, Stephen Becker +1
There is a growing cross-disciplinary effort in the broad domain of optimization and learning with streams of data, applied to settings where traditional batch optimization techniq…
math.OC2019★ 5 cited
Online Sparse Subspace Clustering
Liam Madden, Stephen Becker, Emiliano Dall'Anese
This paper focuses on the sparse subspace clustering problem, and develops an online algorithmic solution to cluster data points on-the-fly, without revisiting the whole dataset. T…