DeepTrax learns embeddings for accounts and merchants in financial transaction graphs via methods inspired by standard graph embedding techniques, reporting strong link prediction performance and utility in fraud detection on internal datasets.
Network-efficient distributed 8 word2vec training system for large vocabularies,
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DeepTrax: Embedding Graphs of Financial Transactions
DeepTrax learns embeddings for accounts and merchants in financial transaction graphs via methods inspired by standard graph embedding techniques, reporting strong link prediction performance and utility in fraud detection on internal datasets.