774 citations · 1.2k across the 41 of their papers we have counts for
3 papers · 1 filter
Configuring Random Graph Models with Fixed Degree Sequences
Bailey K. Fosdick, Daniel B. Larremore, Joel Nishimura +1
Random graph null models have found widespread application in diverse research communities analyzing network datasets, including social, information, and economic networks, as well…
Block Models and Personalized PageRank
Isabel Kloumann, Johan Ugander, Jon Kleinberg
Methods for ranking the importance of nodes in a network have a rich history in machine learning and across domains that analyze structured data. Recent work has evaluated these me…
Pairwise Choice Markov Chains
Stephen Ragain, Johan Ugander
As datasets capturing human choices grow in richness and scale -- particularly in online domains -- there is an increasing need for choice models that escape traditional choice-the…