270 citations · 1.4k across the 97 of their papers we have counts for
Showing 2017 · cs.LGShow 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…
cs.LG2017
Unifying Local and Global Change Detection in Dynamic Networks
Wenzhe Li, Dong Guo, Greg Ver Steeg +1
Many real-world networks are complex dynamical systems, where both local (e.g., changing node attributes) and global (e.g., changing network topology) processes unfold over time. L…