806 citations · 7.4k across the 169 of their papers we have counts for
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Online Energy Price Matrix Factorization for Power Grid Topology Tracking
Vassilis Kekatos, Georgios B. Giannakis, Ross Baldick
Grid security and open markets are two major smart grid goals. Transparency of market data facilitates a competitive and efficient energy environment, yet it may also reveal critic…
Subspace Learning and Imputation for Streaming Big Data Matrices and Tensors
Morteza Mardani, Gonzalo Mateos, Georgios B. Giannakis
Extracting latent low-dimensional structure from high-dimensional data is of paramount importance in timely inference tasks encountered with `Big Data' analytics. However, increasi…
Embedding Graphs under Centrality Constraints for Network Visualization
Brian Baingana, Georgios B. Giannakis
Visual rendering of graphs is a key task in the mapping of complex network data. Although most graph drawing algorithms emphasize aesthetic appeal, certain applications such as tra…