118 citations · 202 across the 17 of their papers we have counts for
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stat.ML2016★ 3 cited
On the Consistency of the Likelihood Maximization Vertex Nomination Scheme: Bridging the Gap Between Maximum Likelihood Estimation and Graph Matching
Vince Lyzinski, Keith Levin, Donniell E. Fishkind +1
Given a graph in which a few vertices are deemed interesting a priori, the vertex nomination task is to order the remaining vertices into a nomination list such that there is a con…
stat.ML2016★ 16 cited
Laplacian Eigenmaps from Sparse, Noisy Similarity Measurements
Keith Levin, Vince Lyzinski
Manifold learning and dimensionality reduction techniques are ubiquitous in science and engineering, but can be computationally expensive procedures when applied to large data sets…