Výsledky vyhledávání - "Rider, Jonathan"

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Navigating the Dynamics of Financial Embeddings over Time

Autor: Gogoglou, Antonia, Nguyen, Brian, Salimov, Alan, Rider, Jonathan, Bruss, C. Bayan

Financial transactions constitute connections between entities and through these connections a large scale heterogeneous weighted graph is formulated. In this labyrinth of interactions that are continuously updated, there exists a variety of similari

Externí odkaz: http://arxiv.org/abs/2007.00591

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DeepTrax: Embedding Graphs of Financial Transactions

Autor: Bruss, C. Bayan, Khazane, Anish, Rider, Jonathan, Serpe, Richard, Gogoglou, Antonia, Hines, Keegan E.

Financial transactions can be considered edges in a heterogeneous graph between entities sending money and entities receiving money. For financial institutions, such a graph is likely large (with millions or billions of edges) while also sparsely con

Externí odkaz: http://arxiv.org/abs/1907.07225

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Graph Embeddings at Scale

Autor: Bruss, C. Bayan, Khazane, Anish, Rider, Jonathan, Serpe, Richard, Nagrecha, Saurabh, Hines, Keegan E.

Graph embedding is a popular algorithmic approach for creating vector representations for individual vertices in networks. Training these algorithms at scale is important for creating embeddings that can be used for classification, ranking, recommend

Externí odkaz: http://arxiv.org/abs/1907.01705

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