198 citations · 572 across the 15 of their papers we have counts for
Showing 2017Show all
2 papers · 1 filter
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…
stat.ML2017
Kernel-based Inference of Functions over Graphs
Vassilis N. Ioannidis, Meng Ma, Athanasios N. Nikolakopoulos +2
The study of networks has witnessed an explosive growth over the past decades with several ground-breaking methods introduced. A particularly interesting -- and prevalent in severa…