688 citations · 985 across the 18 of their papers we have counts for
Showing 2017Show all
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cs.LG2017
Disentangled Representations via Synergy Minimization
Greg Ver Steeg, Rob Brekelmans, Hrayr Harutyunyan +1
Scientists often seek simplified representations of complex systems to facilitate prediction and understanding. If the factors comprising a representation allow us to make accurate…
stat.ML2017★ 688 cited
Multitask learning and benchmarking with clinical time series data
Hrayr Harutyunyan, Hrant Khachatrian, David C. Kale +2
Health care is one of the most exciting frontiers in data mining and machine learning. Successful adoption of electronic health records (EHRs) created an explosion in digital clini…