198 citations · 572 across the 15 of their papers we have counts for
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cs.LG2017★ 38 cited
Inference of Spatio-Temporal Functions over Graphs via Multi-Kernel Kriged Kalman Filtering
Vassilis N. Ioannidis, Daniel Romero, Georgios B. Giannakis
Inference of space-time varying signals on graphs emerges naturally in a plethora of network science related applications. A frequently encountered challenge pertains to reconstruc…
cs.LG2016
Kernel-based Reconstruction of Space-time Functions on Dynamic Graphs
Daniel Romero, Vassilis N. Ioannidis, Georgios B. Giannakis
Graph-based methods pervade the inference toolkits of numerous disciplines including sociology, biology, neuroscience, physics, chemistry, and engineering. A challenging problem en…