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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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Leveraging semantically similar queries for ranking via combining representations


Jun 23, 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


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Dynamic Silos: Modularity in intra-organizational communication networks during the Covid-19 pandemic


May 01, 2021
Jonathan Larson, Tiona Zuzul, Emily Cox Pahnke, Neha Parikh Shah, Patrick Bourke, Nicholas Caurvina, Fereshteh Amini, Youngser Park, Joshua Vogelstein, Jeffrey Weston, Christopher White, Carey E. Priebe

* 19 pages, 15 figures 

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Dynamic Silos: Modularity in intra-organizational communication networks before and during the Covid-19 pandemic


Apr 07, 2021
Jonathan Larson, Tiona Zuzul, Emily Cox Pahnke, Neha Parikh Shah, Patrick Bourke, Nicholas Caurvina, Fereshteh Amini, Youngser Park, Joshua Vogelstein, Jeffrey Weston, Christopher White, Carey E. Priebe

* 17 pages, 14 figues 

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Learning to rank via combining representations


May 20, 2020
Hayden S. Helm, Amitabh Basu, Avanti Athreya, Youngser Park, Joshua T. Vogelstein, Michael Winding, Marta Zlatic, Albert Cardona, Patrick Bourke, Jonathan Larson, Chris White, Carey E. Priebe

* 10 pages, 4 figures 

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Vertex Nomination, Consistent Estimation, and Adversarial Modification


May 15, 2019
Joshua Agterberg, Youngser Park, Jonathan Larson, Christopher White, Carey E. Priebe, Vince Lyzinski

* 37 pages, 8 figures 

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Simultaneous Dimensionality and Complexity Model Selection for Spectral Graph Clustering


Apr 05, 2019
Congyuan Yang, Carey E. Priebe, Youngser Park, David J. Marchette


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On a 'Two Truths' Phenomenon in Spectral Graph Clustering


Sep 07, 2018
Carey E. Priebe, Youngser Park, Joshua T. Vogelstein, John M. Conroy, Vince Lyzinski, Minh Tang, Avanti Athreya, Joshua Cape, Eric Bridgeford


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Matched Filters for Noisy Induced Subgraph Detection


Mar 06, 2018
Daniel L. Sussman, Vince Lyzinski, Youngser Park, Carey E. Priebe

* 29 pages, 8 figures 

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Statistical inference on random dot product graphs: a survey


Sep 16, 2017
Avanti Athreya, Donniell E. Fishkind, Keith Levin, Vince Lyzinski, Youngser Park, Yichen Qin, Daniel L. Sussman, Minh Tang, Joshua T. Vogelstein, Carey E. Priebe

* Journal of Machine Learning Research, 2018 
* An expository survey paper on a comprehensive paradigm for inference for random dot product graphs, centered on graph adjacency and Laplacian spectral embeddings. Paper outlines requisite background; summarizes theory, methodology, and applications from previous and ongoing work; and closes with a discussion of several open problems 

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Vertex Nomination Via Local Neighborhood Matching


Jul 22, 2017
Heather G. Patsolic, Youngser Park, Vince Lyzinski, Carey E. Priebe

* 20 pages, 8 figures, edits: updated abstract, corrected typos, added acknowledgements, updated code for some figures in Sections 2 and 3, results largely unchanged 

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Semiparametric spectral modeling of the Drosophila connectome


May 09, 2017
Carey E. Priebe, Youngser Park, Minh Tang, Avanti Athreya, Vince Lyzinski, Joshua T. Vogelstein, Yichen Qin, Ben Cocanougher, Katharina Eichler, Marta Zlatic, Albert Cardona


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Fast Embedding for JOFC Using the Raw Stress Criterion


Oct 31, 2016
Vince Lyzinski, Youngser Park, Carey E. Priebe, Michael W. Trosset

* 43 pages, 10 figures, 3 tables 

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Community Detection and Classification in Hierarchical Stochastic Blockmodels


Aug 26, 2016
Vince Lyzinski, Minh Tang, Avanti Athreya, Youngser Park, Carey E. Priebe

* 17 pages, 7 figures 

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Spectral Clustering for Divide-and-Conquer Graph Matching


Mar 12, 2015
Vince Lyzinski, Daniel L. Sussman, Donniell E. Fishkind, Henry Pao, Li Chen, Joshua T. Vogelstein, Youngser Park, Carey E. Priebe

* 32 pages, 8 figures 

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On the Incommensurability Phenomenon


Feb 06, 2015
Donniell E. Fishkind, Cencheng Shen, Youngser Park, Carey E. Priebe


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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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Automatic Dimension Selection for a Non-negative Factorization Approach to Clustering Multiple Random Graphs


Sep 09, 2014
Nam H. Lee, I-Jeng Wang, Youngser Park, Care E. Priebe, Michael Rosen

* This paper has been withdrawn by the author due to a newer version with overlapping contents 

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Seeded Graph Matching Via Joint Optimization of Fidelity and Commensurability


Jan 16, 2014
Vince Lyzinski, Sancar Adali, Joshua T. Vogelstein, Youngser Park, Carey E. Priebe

* 18 pages, 5 figures 

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Out-of-sample Extension for Latent Position Graphs


May 21, 2013
Minh Tang, Youngser Park, Carey E. Priebe

* 26 pages 

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Anomaly Detection in Time Series of Graphs using Fusion of Graph Invariants


Oct 31, 2012
Youngser Park, Carey E. Priebe, Abdou Youssef


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