150 citations
2 papers
stat.ME2017★ 2 cited
Clustering and Variable Selection in the Presence of Mixed Variable Types and Missing Data
Curtis Storlie, Scott Myers, S Katusic +6
We consider the problem of model-based clustering in the presence of many correlated, mixed continuous and discrete variables, some of which may have missing values. Discrete varia…
cs.CV2017★ 150 cited
Robust Spatial Filtering with Graph Convolutional Neural Networks
Felipe Petroski Such, Shagan Sah, Miguel Dominguez +5
Convolutional Neural Networks (CNNs) have recently led to incredible breakthroughs on a variety of pattern recognition problems. Banks of finite impulse response filters are learne…