Vince Lyzinski

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 45

Top Topics

Maximum Likelihood

Matched Filters

Matrix Multiplication

Top Venues

J. Mach. Learn. Res.

J. Comput. Graph. Stat.

IEEE Trans. Netw. Sci. Eng.

Publications

Zhirui Li, Jesús Arroyo, Konstantinos Pantazis, Vince Lyzinski
Clustered Graph Matching for Label Recovery and Graph Classification. IEEE Trans. Netw. Sci. Eng. 10 (6) (2023)
Al-Fahad M. Al-Qadhi, Carey E. Priebe, Hayden S. Helm, Vince Lyzinski
Subgraph nomination: query by example subgraph retrieval in networks. Stat. Comput. 33 (2) (2023)
Zhirui Li, Ben Johnson, Daniel L. Sussman, Carey E. Priebe, Vince Lyzinski
Gotta match 'em all: Solution diversification in graph matching matched filters. CoRR (2023)
Avanti Athreya, Zachary Lubberts, Carey E. Priebe, Youngser Park, Minh Tang, Vince Lyzinski, Michael J. Kane, Bryan Lewis
Numerical Tolerance for Spectral Decompositions of Random Matrices and Applications to Network Inference. J. Comput. Graph. Stat. 32 (1) (2023)
Konstantinos Pantazis, Avanti Athreya, Jesús Arroyo, William N. Frost, Evan S. Hill, Vince Lyzinski
The Importance of Being Correlated: Implications of Dependence in Joint Spectral Inference across Multiple Networks. J. Mach. Learn. Res. 23 (2022)
Runbing Zheng, Vince Lyzinski, Carey E. Priebe, Minh Tang
Vertex Nomination Between Graphs via Spectral Embedding and Quadratic Programming. J. Comput. Graph. Stat. 31 (4) (2022)
Jesse Milzman, Vince Lyzinski
Signed and unsigned partial information decompositions of continuous network interactions. J. Complex Networks 10 (5) (2022)
Sheyda Peyman, Minh Tang, Vince Lyzinski
Adversarial contamination of networks in the setting of vertex nomination: a new trimming method. CoRR (2022)
Konstantinos Pantazis, Daniel L. Sussman, Youngser Park, Zhirui Li, Carey E. Priebe, Vince Lyzinski
Multiplex graph matching matched filters. Appl. Netw. Sci. 7 (1) (2022)
Zhirui Li, Jesús Arroyo, Konstantinos Pantazis, Vince Lyzinski
Clustered Graph Matching for Label Recovery and Graph Classification. CoRR (2022)
Jesse Milzman, Vince Lyzinski
Signed and Unsigned Partial Information Decompositions of Continuous Network Interactions. CoRR (2021)
Jesús Arroyo, Carey E. Priebe, Vince Lyzinski
Graph Matching Between Bipartite and Unipartite Networks: To Collapse, or Not to Collapse, That Is the Question. IEEE Trans. Netw. Sci. Eng. 8 (4) (2021)
Jesús Arroyo, Daniel L. Sussman, Carey E. Priebe, Vince Lyzinski
Maximum Likelihood Estimation and Graph Matching in Errorfully Observed Networks. J. Comput. Graph. Stat. 30 (4) (2021)
Donniell E. Fishkind, Felix Parker, Hamilton Sawczuk, Lingyao Meng, Eric Bridgeford, Avanti Athreya, Carey E. Priebe, Vince Lyzinski
The phantom alignment strength conjecture: practical use of graph matching alignment strength to indicate a meaningful graph match. Appl. Netw. Sci. 6 (1) (2021)
Al-Fahad M. Al-Qadhi, Carey E. Priebe, Hayden S. Helm, Vince Lyzinski
Subgraph nomination: Query by Example Subgraph Retrieval in Networks. CoRR (2021)
Hayden S. Helm, Marah Abdin, Benjamin D. Pedigo, Shweti Mahajan, Vince Lyzinski, Youngser Park, Amitabh Basu, Piali Choudhury, Christopher M. White, Weiwei Yang, Carey E. Priebe
Leveraging semantically similar queries for ranking via combining representations. CoRR (2021)
Heather G. Patsolic, Youngser Park, Vince Lyzinski, Carey E. Priebe
Vertex nomination via seeded graph matching. Stat. Anal. Data Min. 13 (3) (2020)
Jesús Arroyo, Carey E. Priebe, Vince Lyzinski
Graph matching between bipartite and unipartite networks: to collapse, or not to collapse, that is the question. CoRR (2020)
Keith D. Levin, Carey E. Priebe, Vince Lyzinski
On the role of features in vertex nomination: Content and context together are better (sometimes). CoRR (2020)
Runbing Zheng, Vince Lyzinski, Carey E. Priebe, Minh Tang
Vertex nomination between graphs via spectral embedding and quadratic programming. CoRR (2020)
Jordan Yoder, Li Chen, Henry Pao, Eric Bridgeford, Keith D. Levin, Donniell E. Fishkind, Carey E. Priebe, Vince Lyzinski
Vertex nomination: The canonical sampling and the extended spectral nomination schemes. Comput. Stat. Data Anal. 145 (2020)
Daniel L. Sussman, Youngser Park, Carey E. Priebe, Vince Lyzinski
Matched Filters for Noisy Induced Subgraph Detection. IEEE Trans. Pattern Anal. Mach. Intell. 42 (11) (2020)
Vince Lyzinski, Keith D. Levin, Carey E. Priebe
On Consistent Vertex Nomination Schemes. J. Mach. Learn. Res. 20 (2019)
Pushpendre Rastogi, Adam Poliak, Vince Lyzinski, Benjamin Van Durme
Neural variational entity set expansion for automatically populated knowledge graphs. Inf. Retr. J. 22 (3-4) (2019)
Konstantinos Pantazis, Daniel L. Sussman, Youngser Park, Carey E. Priebe, Vince Lyzinski
Multiplex graph matching matched filters. IEEE BigData (2019)
Konstantinos Pantazis, Daniel L. Sussman, Youngser Park, Carey E. Priebe, Vince Lyzinski
Multiplex graph matching matched filters. CoRR (2019)
Donniell E. Fishkind, Lingyao Meng, Ao Sun, Carey E. Priebe, Vince Lyzinski
Alignment strength and correlation for graphs. Pattern Recognit. Lett. 125 (2019)
Donniell E. Fishkind, Sancar Adali, Heather G. Patsolic, Lingyao Meng, Digvijay Singh, Vince Lyzinski, Carey E. Priebe
Seeded graph matching. Pattern Recognit. 87 (2019)
Joshua Agterberg, Youngser Park, Jonathan Larson, Christopher M. White, Carey E. Priebe, Vince Lyzinski
Vertex Nomination, Consistent Estimation, and Adversarial Modification. CoRR (2019)
Daniel L. Sussman, Vince Lyzinski, Youngser Park, Carey E. Priebe
Matched Filters for Noisy Induced Subgraph Detection. CoRR (2018)
Carey E. Priebe, Youngser Park, Joshua T. Vogelstein, John M. Conroy, Vince Lyzinski, Minh Tang, Avanti Athreya, Joshua Cape, Eric Bridgeford
On a 'Two Truths' Phenomenon in Spectral Graph Clustering. CoRR (2018)
Vince Lyzinski
Information Recovery in Shuffled Graphs via Graph Matching. IEEE Trans. Inf. Theory 64 (5) (2018)
Pushpendre Rastogi, Adam Poliak, Vince Lyzinski, Benjamin Van Durme
Neural Variational Entity Set Expansion for Automatically Populated Knowledge Graphs. ProfS/KG4IR/Data:Search@SIGIR (2018)
Jesús Arroyo, Daniel L. Sussman, Carey E. Priebe, Vince Lyzinski
Maximum Likelihood Estimation and Graph Matching in Errorfully Observed Networks. CoRR (2018)
Vince Lyzinski, Daniel L. Sussman
Graph matching the matchable nodes when some nodes are unmatchable. CoRR (2017)
Da Zheng, Disa Mhembere, Vince Lyzinski, Joshua T. Vogelstein, Carey E. Priebe, Randal C. Burns
Semi-External Memory Sparse Matrix Multiplication for Billion-Node Graphs. IEEE Trans. Parallel Distributed Syst. 28 (5) (2017)
Keith D. Levin, Vince Lyzinski
Laplacian Eigenmaps From Sparse, Noisy Similarity Measurements. IEEE Trans. Signal Process. 65 (8) (2017)
Vince Lyzinski, Minh Tang, Avanti Athreya, Youngser Park, Carey E. Priebe
Community Detection and Classification in Hierarchical Stochastic Blockmodels. IEEE Trans. Netw. Sci. Eng. 4 (1) (2017)
Keith D. Levin, Avanti Athreya, Minh Tang, Vince Lyzinski, Carey E. Priebe
A Central Limit Theorem for an Omnibus Embedding of Multiple Random Dot Product Graphs. ICDM Workshops (2017)
Avanti Athreya, Donniell E. Fishkind, Minh Tang, Carey E. Priebe, Youngser Park, Joshua T. Vogelstein, Keith D. Levin, Vince Lyzinski, Yichen Qin, Daniel L. Sussman
Statistical Inference on Random Dot Product Graphs: a Survey. J. Mach. Learn. Res. 18 (2017)
Aren Jansen, Gregory Sell, Vince Lyzinski
Scalable out-of-sample extension of graph embeddings using deep neural networks. Pattern Recognit. Lett. 94 (2017)
Da Zheng, Disa Mhembere, Vince Lyzinski, Joshua T. Vogelstein, Carey E. Priebe, Randal C. Burns
Semi-External Memory Sparse Matrix Multiplication on Billion-node Graphs in a Multicore Architecture. CoRR (2016)
Vince Lyzinski
Information Recovery in Shuffled Graphs via Graph Matching. CoRR (2016)
Vince Lyzinski, Keith D. Levin, Donniell E. Fishkind, Carey E. Priebe
On the Consistency of the Likelihood Maximization Vertex Nomination Scheme: Bridging the Gap Between Maximum Likelihood Estimation and Graph Matching. J. Mach. Learn. Res. 17 (2016)
Vince Lyzinski, Donniell E. Fishkind, Marcelo Fiori, Joshua T. Vogelstein, Carey E. Priebe, Guillermo Sapiro
Graph Matching: Relax at Your Own Risk. IEEE Trans. Pattern Anal. Mach. Intell. 38 (1) (2016)
Aren Jansen, Gregory Sell, Vince Lyzinski
Scalable Out-of-Sample Extension of Graph Embeddings Using Deep Neural Networks. CoRR (2015)
Anant P. Godbole, Samuel C. Gutekunst, Vince Lyzinski, Yan Zhuang
Logarithmic Representability of Integers as k-Sums. Integers (2015)
Vince Lyzinski, Daniel L. Sussman, Donniell E. Fishkind, Henry Pao, Li Chen, Joshua T. Vogelstein, Youngser Park, Carey E. Priebe
Spectral clustering for divide-and-conquer graph matching. Parallel Comput. 47 (2015)
Vince Lyzinski, Gregory Sell, Aren Jansen
An evaluation of graph clustering methods for unsupervised term discovery. INTERSPEECH (2015)
Vince Lyzinski, Donniell E. Fishkind, Carey E. Priebe
Seeded graph matching for correlated Erdös-Rényi graphs. J. Mach. Learn. Res. 15 (1) (2014)
Anant P. Godbole, Chang Mou Lim, Vince Lyzinski, Nicholas George Triantafillou
Sharp Threshold Asymptotics for the Emergence of Additive Bases. Integers 13 (2013)