25 citations · 53 across the 12 of their papers we have counts for
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cs.DS2022
Streaming Euclidean MST to a Constant Factor
Vincent Cohen-Addad, Xi Chen, Rajesh Jayaram +2
We study streaming algorithms for the fundamental geometric problem of computing the cost of the Euclidean Minimum Spanning Tree (MST) on an -point set .…
cs.LG2022★ 6 cited
Learnable Graph Convolutional Attention Networks
Adrián Javaloy, Pablo Sanchez-Martin, Amit Levi +1
Existing Graph Neural Networks (GNNs) compute the message exchange between nodes by either aggregating uniformly (convolving) the features of all the neighboring nodes, or by apply…
cs.LG2022★ 13 cited
Graph Attention Retrospective
Kimon Fountoulakis, Amit Levi, Shenghao Yang +2
Graph-based learning is a rapidly growing sub-field of machine learning with applications in social networks, citation networks, and bioinformatics. One of the most popular models…