Search Results for author: Felix Opolka

Found 2 papers, 0 papers with code

Graph Neural Stochastic Differential Equations

no code implementations23 Aug 2023 Richard Bergna, Felix Opolka, Pietro Liò, Jose Miguel Hernandez-Lobato

We present a novel model Graph Neural Stochastic Differential Equations (Graph Neural SDEs).

Out-of-Distribution Detection

Adaptive Filters for Low-Latency and Memory-Efficient Graph Neural Networks

no code implementations ICLR 2022 Shyam A. Tailor, Felix Opolka, Pietro Lio, Nicholas Donald Lane

Scaling and deploying graph neural networks (GNNs) remains difficult due to their high memory consumption and inference latency.

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