Abstract: Graph Neural Networks (GNNs) have aroused increasing research attention for their effectiveness on graph mining tasks. However, full-batch training methods based on stochastic gradient ...

Even Green Bay Packers backup quarterback Malik Willis is apparently banged up. Willis saw action in Saturday’s game at Soldier Field in Chicago, as he was called to take the field after starting ...

Abstract: In this paper, we analyze the effects of random sampling on adaptive diffusion networks. These networks consist in a collection of nodes that can measure and process data, and that can ...