Publications (29)
On consistent vertex nomination schemes
Vince Lyzinski, Keith Levin, Carey E. Priebe
Information Recovery in Shuffled Graphs via Graph Matching
Vince Lyzinski
Seeded Graph Matching
Donniell E. Fishkind, Sancar Adali, Heather G. Patsolic +4
Matched Filters for Noisy Induced Subgraph Detection
Daniel L. Sussman, Youngser Park, Carey E. Priebe +1
Semi-External Memory Sparse Matrix Multiplication for Billion-Node Graphs
Da Zheng, Disa Mhembere, Vince Lyzinski +3
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
Graph Matching: Relax at Your Own Risk
Vince Lyzinski, Donniell Fishkind, Marcelo Fiori +3
A nonparametric two-sample hypothesis testing problem for random dot product graphs
Minh Tang, Avanti Athreya, Daniel L. Sussman +2
Strong Stationary Duality for Diffusion Processes
James Allen Fill, Vince Lyzinski
Fast Approximate Quadratic Programming for Large (Brain) Graph Matching
Joshua T. Vogelstein, John M. Conroy, Vince Lyzinski +6
Matchability of heterogeneous networks pairs
Vince Lyzinski, Daniel L. Sussman
Perfect Clustering for Stochastic Blockmodel Graphs via Adjacency Spectral Embedding
Vince Lyzinski, Daniel Sussman, Minh Tang +2
A central limit theorem for scaled eigenvectors of random dot product graphs
Avanti Athreya, Vince Lyzinski, David J. Marchette +3
Statistical inference on random dot product graphs: a survey
Avanti Athreya, Donniell E. Fishkind, Keith Levin +7
Tractable Graph Matching via Soft Seeding
Fei Fang, Daniel L. Sussman, Vince Lyzinski
Hitting times and interlacing eigenvalues: a stochastic approach using intertwinings
James Allen Fill, Vince Lyzinski
A semiparametric two-sample hypothesis testing problem for random dot product graphs
Minh Tang, Avanti Athreya, Daniel L. Sussman +2
Scalable Out-of-Sample Extension of Graph Embeddings Using Deep Neural Networks
Aren Jansen, Gregory Sell, Vince Lyzinski
Sharp Threshold Asymptotics for the Emergence of Additive Bases
Anant Godbole, Chang Mou Lim, Vince Lyzinski +1
Seeded graph matching for correlated ErdÅs-Rényi graphs
Vince Lyzinski, Donniell E. Fishkind, Carey E. Priebe
A central limit theorem for an omnibus embedding of multiple random graphs and implications for multiscale network inference
Keith Levin, Avanti Athreya, Minh Tang +3
Logarithmic Representability of Integers as k-Sums
Anant P. Godbole, Samuel Gutekunst, Vince Lyzinski +1
Fast Embedding for JOFC Using the Raw Stress Criterion
Vince Lyzinski, Youngser Park, Carey E. Priebe +1
Spectral Clustering for Divide-and-Conquer Graph Matching
Vince Lyzinski, Daniel L. Sussman, Donniell E. Fishkind +5
Semiparametric spectral modeling of the Drosophila connectome
Carey E. Priebe, Youngser Park, Minh Tang +8
Laplacian Eigenmaps from Sparse, Noisy Similarity Measurements
Keith Levin, Vince Lyzinski
Community Detection and Classification in Hierarchical Stochastic Blockmodels
Vince Lyzinski, Minh Tang, Avanti Athreya +2
A Joint Graph Inference Case Study: the C.elegans Chemical and Electrical Connectomes
Li Chen, Joshua T. Vogelstein, Vince Lyzinski +1
On a 'Two Truths' Phenomenon in Spectral Graph Clustering
Carey E. Priebe, Youngser Park, Joshua T. Vogelstein +6