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Danai Koutra

Consistent Network Alignment with Node Embedding

May 10, 2020
Xiyuan Chen, Mark Heimann, Fatemeh Vahedian, Danai Koutra

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* 4 pages, 4 figures

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Improving the Utility of Knowledge Graph Embeddings with Calibration

Apr 02, 2020
Tara Safavi, Danai Koutra, Edgar Meij

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What is Normal, What is Strange, and What is Missing in a Knowledge Graph: Unified Characterization via Inductive Summarization

Mar 23, 2020
Caleb Belth, Xinyi Zheng, Jilles Vreeken, Danai Koutra

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* 10 pages, plus 2 pages of references. 5 figures. Accepted at The Web Conference 2020

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RECS: Robust Graph Embedding Using Connection Subgraphs

Sep 05, 2018
Saba A. Al-Sayouri, Danai Koutra, Evangelos E. Papalexakis, Sarah S. Lam

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Linearized and Single-Pass Belief Propagation

Oct 16, 2014
Wolfgang Gatterbauer, Stephan Günnemann, Danai Koutra, Christos Faloutsos

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* 17 pages, 11 figures, 4 algorithms. Includes following major changes since v1: renaming of "turbo BP" to "single-pass BP", convergence criteria now give sufficient *and* necessary conditions, more detailed experiments, more detailed comparison with prior BP convergence results, overall improved exposition

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