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Graph Convolutional Kernel Machine versus Graph Convolutional Networks

Neural Information Processing Systems

An example is the graph convolutional kernel support vector machine (GCKSVM) for node classification, for which we analyze the generalization error bound and discuss the impact of the graph structure.






Humanoid robots are getting smaller, safer and closer

FOX News

Fauna Robotics has introduced Sprout, a 3.5-foot humanoid robot designed for homes, schools and offices. The startup built the robot with safety-first features.


Catch-A-Waveform: LearningtoGenerateAudio fromaSingleShortExample

Neural Information Processing Systems

Oncetrained,ourmodelcangeneraterandom samples of arbitrary duration that maintain semantic similarity to the training waveform, yet exhibit new compositions of its audio primitives.