Patent ID: 11861418
Assignee: CAPITAL ONE SERVICES, LLC
Field: Computer technology (Electrical engineering)
Classification: CPC G  H | IPC G  H

Claim 19:
20. The user device of claim 19, wherein training the meta-clustering model comprises iteratively repeating training steps until the performance criterion is satisfied, the training steps comprising:
determining, using the meta-clustering model, a number of clusters based on the data map;
generating an updated embedding network based on the number of clusters;
generating updated data clusters using the updated embedding network;
updating the meta-clustering model;
reducing a dimensionality of the updated data clusters;
generating, using the updated meta-clustering model, updated encoded data based on the reduced-dimensionality updated data clusters;
generating an updated data map based on the updated encoded data; and
determining whether the performance criterion is satisfied based on the updated data map.