Systems and methods for predicting differentiating features
AssigneeCapital One Services, LLC
InventorsAamer CHARANIA, Abhisek JANA, Jiankun LIU, Behrouz Saghafi KHADEM
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AssigneeCapital One Services, LLC
InventorsAamer CHARANIA, Abhisek JANA, Jiankun LIU, Behrouz Saghafi KHADEM
Estimating the term…
Systems and methods for predicting differentiating features from tabular data for two different populations. In some aspects, the systems and methods provide for receiving first data entries and second data entries and generating a first graph based on a data entry from the first data entries and a second graph based on a data entry from the second data entries. A first node in the first graph is determined to correspond to a second node in the second graph. A first set of graph embeddings is generated based on the first graph. A second set of graph embeddings is generated based on the second graph. Using a machine learning model, the first set of graph embeddings and the second set of graph embeddings are processed to identify at least one feature indicative of a difference between the first data entries and the second data entries.
A system, the system comprising:
A method comprising:
One or more non-transitory, computer-readable media comprising instructions that, when executed by one or more processors, cause operations comprising:
Dependencies are inferred from the claim text.