research
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06/27/2022
A Representation Learning Framework for Property Graphs
Representation learning on graphs, also called graph embedding, has demo...
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research
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06/27/2022
Measuring and Improving the Use of Graph Information in Graph Neural Networks
Graph neural networks (GNNs) have been widely used for representation le...
research
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06/27/2022
Efficient Private SCO for Heavy-Tailed Data via Clipping
We consider stochastic convex optimization for heavy-tailed data with th...
research
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09/30/2019