808 citations · 1.4k across the 52 of their papers we have counts for
Showing 2018 · cs.LGShow all
2 papers · 2 filters
cs.LG2018★ 7 cited
Learning Representations of Missing Data for Predicting Patient Outcomes
Brandon Malone, Alberto Garcia-Duran, Mathias Niepert
Extracting actionable insight from Electronic Health Records (EHRs) poses several challenges for traditional machine learning approaches. Patients are often missing data relative t…
cs.LG2018
Towards a Spectrum of Graph Convolutional Networks
Mathias Niepert, Alberto Garcia-Duran
We present our ongoing work on understanding the limitations of graph convolutional networks (GCNs) as well as our work on generalizations of graph convolutions for representing mo…