Search Results for author: Amaresh Ankit Siva

Found 1 papers, 1 papers with code

Differentially Private Synthetic Mixed-Type Data Generation For Unsupervised Learning

1 code implementation6 Dec 2019 Uthaipon Tantipongpipat, Chris Waites, Digvijay Boob, Amaresh Ankit Siva, Rachel Cummings

We introduce the DP-auto-GAN framework for synthetic data generation, which combines the low dimensional representation of autoencoders with the flexibility of Generative Adversarial Networks (GANs).

Synthetic Data Generation Vocal Bursts Type Prediction

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