85 citations · 228 across the 10 of their papers we have counts for
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stat.AP2016★ 31 cited
Data Sketching for Large-Scale Kalman Filtering
Dimitris Berberidis, Georgios B. Giannakis
In an age of exponentially increasing data generation, performing inference tasks by utilizing the available information in its entirety is not always an affordable option. The pre…
stat.AP2015★ 85 cited
Online Censoring for Large-Scale Regressions with Application to Streaming Big Data
Dimitris Berberidis, Vassilis Kekatos, Georgios B. Giannakis
Linear regression is arguably the most prominent among statistical inference methods, popular both for its simplicity as well as its broad applicability. On par with data-intensive…