63 citations · 430 across the 44 of their papers we have counts for
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cs.LG2018★ 58 cited
Janossy Pooling: Learning Deep Permutation-Invariant Functions for Variable-Size Inputs
Ryan L. Murphy, Balasubramaniam Srinivasan, Vinayak Rao +1
We consider a simple and overarching representation for permutation-invariant functions of sequences (or multiset functions). Our approach, which we call Janossy pooling, expresses…
cs.LG2018★ 1 cited
Graph Pattern Mining and Learning through User-defined Relations (Extended Version)
Carlos H. C. Teixeira, Leonardo Cotta, Bruno Ribeiro +1
In this work we propose R-GPM, a parallel computing framework for graph pattern mining (GPM) through a user-defined subgraph relation. More specifically, we enable the computation…