Learning Steady-States of Iterative Algorithms over Graphs
Learning Steady-States of Iterative Algorithms over Graphs
H. Dai,Zornitsa Kozareva,2 Authors,Le Song
2018 · DBLP: conf/icml/DaiKDSS18
International Conference on Machine Learning · 222 Citations
TLDR
This paper proposesembeddingrepresentation for iterativealgorithm sovergraphs, and a design method which alternates between updating the embeddings and projecting them onto the steady-state constraints, and demonstrates the effectiveness of the framework.
