Abstract: Graph Convolutional Neural Networks (graph CNNs) have been widely used for graph data representation and semi-supervised learning tasks. However, existing graph CNNs generally use a fixed ...

The midnight alarms, the credit card hacks, and the reservation drops that separate amateur eaters from the professionals.

Glenn Fogel, CEO and President of Booking Holdings, faced an unexpected layoff early in his career despite holding degrees ...

Abstract: We present a conceptually simple, flexible, and general framework for few-shot learning, where a classifier must learn to recognise new classes given only few examples from each. Our method, ...