System And Method For Synthetic Data Generation

Abstract: SYSTEM AND METHOD FOR SYNTHETIC DATA GENERATION ABSTRACT A system (102) and a method (400) for synthetic data generation is provided. The system (102) may be configured to apply a set of transformations on primary data to obtain a latent space. The latent space may be indicative of a relative distribution of a set of features in the primary data. The system (102) may be further configured to generate a set of samples based on sampling performed on the latent space. Furthermore, the system (102) may generate secondary data based on at least the set of samples and a defined input. The defined input may be associated with a number of data points required in the synthetic data. The system (102) may further generate the synthetic data by use of a loss function calculated based on the secondary data and the primary data. Moreover, the system (102) may store the synthetic data in a database (104). FIG. 4

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