A Comparative Analysis of GAN and VAE based Synthetic Data Generators for High Dimensional, Imbalanced Tabular data
Author:
Affiliation:
1. SOET CMR Unieversity,Department of CSE,Bangalore,Karnataka,India,562149
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10100964/10100966/10101315.pdf?arnumber=10101315
Reference15 articles.
1. FairGAN: Fairness-aware Generative Adversarial Networks;xu;Proc - 2018 IEEE Int Conf BigData Big Data 2018,2019
2. PATE-GaN: Generating synthetic data with differential privacy guarantees;jordon;7th Int Conf Learn Represent ICLR 2019,2019
3. The Synthetic Data Vault
4. Modeling tabular data using conditional GAN;xu;Adv Neural Inf Process Syst,2019
5. Synthetic data augmentation using GAN for improved liver lesion classification
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