heat kernel
PulseAugur coverage of heat kernel — every cluster mentioning heat kernel across labs, papers, and developer communities, ranked by signal.
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New K-Hop Gaussian Diffusion Kernel Enhances Graph Neural Networks
Researchers have introduced a novel K-Hop Gaussian (KHG) diffusion kernel designed to enhance graph neural networks (GNNs). This new kernel addresses limitations in existing GNNs by incorporating multi-hop diffusion wit…
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New K-Hop Gaussian Diffusion Kernel Enhances Graph Neural Networks
Researchers have developed a new K-Hop Gaussian (KHG) diffusion kernel designed to enhance Graph Neural Networks (GNNs). This kernel addresses limitations in existing GNN architectures, which often rely on single-hop me…
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New Spherical Transport Method Speeds Up Climate Model Comparisons
Researchers have developed a new method called Spherical Harmonic Optimal Transport (SHOT) to make comparing complex datasets more computationally efficient. This technique adapts optimal transport algorithms for use on…