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stat.ML2022
Stochastic Parallelizable Eigengap Dilation for Large Graph Clustering
Elise van der Pol, Ian Gemp, Yoram Bachrach +1
Large graphs commonly appear in social networks, knowledge graphs, recommender systems, life sciences, and decision making problems. Summarizing large graphs by their high level pr…
stat.ML2021★ 2 cited
EigenGame Unloaded: When playing games is better than optimizing
Ian Gemp, Brian McWilliams, Claire Vernade +1
We build on the recently proposed EigenGame that views eigendecomposition as a competitive game. EigenGame's updates are biased if computed using minibatches of data, which hinders…