5 citations · 11 across the 10 of their papers we have counts for
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cs.LG2021
Graph2Graph Learning with Conditional Autoregressive Models
Guan Wang, Francois Bernard Lauze, Aasa Feragen
We present a graph neural network model for solving graph-to-graph learning problems. Most deep learning on graphs considers ``simple'' problems such as graph classification or reg…
cs.LG2014★ 1 cited
Geodesic Exponential Kernels: When Curvature and Linearity Conflict
Aasa Feragen, Francois Lauze, Søren Hauberg
We consider kernel methods on general geodesic metric spaces and provide both negative and positive results. First we show that the common Gaussian kernel can only be generalized t…