Benjamin P. Chamberlain | DeepAI

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research

∙ 10/02/2022

Gradient Gating for Deep Multi-Rate Learning on Graphs

We present Gradient Gating (G^2), a novel framework for improving the pe...

20 T. Konstantin Rusch, et al. ∙

research

∙ 06/22/2022

Graph Neural Networks as Gradient Flows

Dynamical systems minimizing an energy are ubiquitous in geometry and ph...

101 Francesco Di Giovanni, et al. ∙

research

∙ 02/04/2022

Graph-Coupled Oscillator Networks

We propose Graph-Coupled Oscillator Networks (GraphCON), a novel framewo...

76 T. Konstantin Rusch, et al. ∙

research

∙ 09/24/2020

Tuning Word2vec for Large Scale Recommendation Systems

Word2vec is a powerful machine learning tool that emerged from Natural L...

0 Benjamin P. Chamberlain, et al. ∙