5 papers · 1 filter
LEAP: Local ECT-Based Learnable Positional Encodings for Graphs
Juan Amboage, Ernst Röell, Patrick Schnider +1
Graph neural networks (GNNs) largely rely on the message-passing paradigm, where nodes iteratively aggregate information from their neighbors. Yet, standard message passing neural…
Flagifying the Dowker Complex
Marius Huber, Patrick Schnider
The Dowker complex is a simplicial complex capturing the topological interplay between two finite sets and under some relation .…
Query-Efficient Fixpoints of -Contractions
Sebastian Haslebacher, Jonas Lill, Patrick Schnider +1
We prove that an -approximate fixpoint of a map can be found with queries to if is $…
Chasing puppies on orthogonal straight-line plane graphs
Johanna Ockenfels, Yoshio Okamoto, Patrick Schnider
Assume that you have lost your puppy on an embedded graph. You can walk around on the graph and the puppy will run towards you at infinite speed, always locally minimizing the dist…
Bounds for k-centers of point sets under -bottleneck distance
Mats Bierwirth, Julia Hütte, Patrick Schnider +1
We consider the -center problem on the space of fixed-size point sets in the plane under the -bottleneck distance. While this problem is motivated by persistence dia…