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Asung Kil on Muck Rack

Asung Kil

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Articles

Computer Science > Machine Learning

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By Yun Young, Sun Woo, Asung Kil
| arXiv
Several widely used families of Graph Neural Networks carry a positive-definite geometric prior. Graph convolution read as heat diffusion needs a positive semi-definite operator, hyperbolic models place features on positive-definite Riemannian manifolds, and dot-product and GAT-style attention scores use positive-definite inner products.
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