13 citations · 54 across the 17 of their papers we have counts for
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cs.LG2019★ 2 cited
Novel diffusion-derived distance measures for graphs
C. B. Scott, Eric Mjolsness
We define a new family of similarity and distance measures on graphs, and explore their theoretical properties in comparison to conventional distance metrics. These measures are de…
cs.LG2019★ 1 cited
Deep Learning Moment Closure Approximations using Dynamic Boltzmann Distributions
Oliver K. Ernst, Tom Bartol, Terrence Sejnowski +1
The moments of spatial probabilistic systems are often given by an infinite hierarchy of coupled differential equations. Moment closure methods are used to approximate a subset of…