23 citations · 104 across the 19 of their papers we have counts for
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stat.ML2018★ 23 cited
Bayesian graph convolutional neural networks for semi-supervised classification
Yingxue Zhang, Soumyasundar Pal, Mark Coates +1
Recently, techniques for applying convolutional neural networks to graph-structured data have emerged. Graph convolutional neural networks (GCNNs) have been used to address node an…
stat.ME2018★ 21 cited
Invertible Particle Flow-based Sequential MCMC with extension to Gaussian Mixture noise models
Yunpeng Li, Soumyasundar Pal, Mark Coates
Sequential state estimation in non-linear and non-Gaussian state spaces has a wide range of applications in statistics and signal processing. One of the most effective non-linear f…