Tabular data synthesis with generative adversarial networks: design space and optimizations

Author:

Liu Tongyu,Fan JuORCID,Li Guoliang,Tang Nan,Du Xiaoyong

Publisher

Springer Science and Business Media LLC

Subject

Hardware and Architecture,Information Systems

Reference83 articles.

1. Adult data set. https://archive.ics.uci.edu/ml/datasets/Adult

2. Anuran calls (mfccs) data set. http://archive.ics.uci.edu/ml/datasets/Anuran+Calls+%28MFCCs%29

3. Agrawal, D., Aggarwal, C.C.: On the design and quantification of privacy preserving data mining algorithms. In: PODS (2001)

4. Arjovsky, M., Bottou, L.: Towards principled methods for training generative adversarial networks. In: 5th International Conference on Learning Representations, ICLR 2017, Toulon, Conference Track Proceedings. OpenReview.net (2017)

5. Arjovsky, M., Chintala, S., Bottou, L.: Wasserstein GAN. CoRR arXiv:1701.07875 (2017)

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