SYNTHETIC DATA GENERATION

Patent №

US 11,675,817

Granted

2023-06-13

Filed 2021

Owner

WELLS FARGO BANK, N.A.

Lab

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17354285

Methods, apparatuses, and computer program products are disclosed for synthetic data generation and dynamic processing model selection. An example method includes receiving a request for synthetic data generation where the request for synthetic data generation includes one or more configuration data parameters. The method further includes selecting at least one processing model from amongst a plurality of processing models based upon the one or more configuration data parameters. The method also includes generating one or more synthetic datasets that include one or more synthetic data values via the selected at least one processing model. The method further includes providing, to a user via a user interface, the one or more generated synthetic datasets.

Machine learningKnowledge representationPlanningAI hardwareG06F 16/285G06F 21/6245G06N 3/0455G06N 3/047G06N 3/0475G06N 3/094G06N 5/046G06N 20/00

AI classification

Planning1.00
Machine learning0.98
Knowledge representation0.95
AI hardware0.61
Natural language0.25
Vision0.04
Evolutionary computation0.00
Speech0.00

Ownership

WELLS FARGO BANK, N.A.

assignment · 573450433

Assignors

PRATIK, AADARSH, KULKARNI, MRUGESH S., BHATNAGAR, TARUN, KHAIRE, SHRIKANT, SUBRAHMANIAN, RAMACHANDHRAN, KORRAPATI, INDIRA

On an employer assignment, the assignors are typically the inventors.

From the same owner

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