Why I’m lukewarm on graph neural networks

TL;DR: GNNs can provide wins over simpler embedding methods, but we’re at a point where other research directions matter more I’m only lukewarm on Graph Neural Networks (GNNs). There, I said it. It might sound crazy – GNNs are one of the hottest fields in machine learning right now. There were at least four review … Continue reading Why I’m lukewarm on graph neural networks


This entry originally appeared at www.singlelunch.com/2020/12/28/why-im-lukewarm-on-graph-neural-networks, and may be a summary or abridged version.