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An Analysis of Euclidean vs. Graph-Based Framing for Bilingual Lexicon Induction from Word Embedding Spaces

Sep 26, 2021
Kelly Marchisio, Youngser Park, Ali Saad-Eldin, Anton Alyakin, Kevin Duh, Carey Priebe, Philipp Koehn

* EMNLP Findings 2021 Camera-Ready 

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Spectral clustering in the weighted stochastic block model

Oct 12, 2019
Ian Gallagher, Anna Bertiger, Carey Priebe, Patrick Rubin-Delanchy

* 11 pages, 4 figures 

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Vertex Classification on Weighted Networks

Jun 07, 2019
Hayden Helm, Joshua Vogelstein, Carey Priebe

* 11 pages 

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Sparse Representation Classification via Screening for Graphs

Jun 04, 2019
Cencheng Shen, Li Chen, Yuexiao Dong, Carey Priebe

* Accepted at Learning and Reasoning with Graph-Structured Representations in International Conference on Machine Learning (ICML) 2019 

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Vertex nomination: The canonical sampling and the extended spectral nomination schemes

Feb 14, 2018
Jordan Yoder, Li Chen, Henry Pao, Eric Bridgeford, Keith Levin, Donniell Fishkind, Carey Priebe, Vince Lyzinski

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Robust Vertex Classification

Apr 22, 2015
Li Chen, Cencheng Shen, Joshua Vogelstein, Carey Priebe

* 18 pages, 13 figures 

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Perfect Clustering for Stochastic Blockmodel Graphs via Adjacency Spectral Embedding

Jan 15, 2015
Vince Lyzinski, Daniel Sussman, Minh Tang, Avanti Athreya, Carey Priebe

* Electronic Journal of Statistics, 8 (2014) 2905--2922 
* 22 pages, including references; 2 figures 

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Techniques for clustering interaction data as a collection of graphs

Jan 10, 2015
Nam H. Lee, Carey Priebe, Youngser Park, I-Jeng Wang, Michael Rosen

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