SYNTHETIC DATA VAULT

Papers

Synthesizing Tabular Data using Conditional GAN

S.M Thesis, Dept. of EECS, MIT, February 2020

Lei Xu

Modeling Tabular data using Conditional GAN (CTGAN)

NeurIPS|2019, Proc. of Advances in Neural Information Processing Systems, 2019

Lei Xu, Maria Skoularidou, Alfredo Cuesta-Infante, Kalyan Veeramachaneni

Learning Vine Copula Models For Synthetic Data Generation

AAAI-19, In Proc. 33rd AAAI Conference on Artificial Intelligence, 2019

Yi Sun, Alfredo Cuesta-Infante, Kalyan Veeramachaneni

Synthesizing Tabular Data using Generative Adversarial Networks (TGAN)

Preprint, 27 November 2018

Lei Xu, Kalyan Veeramachaneni

SDV: An Open Source Library for Synthetic Data Generation

M.Eng Thesis, Dept. of EECS, MIT, August 2018

Andrew Montanez

The synthetic data vault

DSAA -16, International Conference on Data Science and Advance Analytics, October 2016

Neha Patki, Roy Wedge, Kalyan Veeramachaneni

The Synthetic Data Vault: Generative Modeling for Relational Databases.

M.Eng. Thesis, Dept. of EECS, MIT, June 2016

Neha Patki


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