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While data sharing is crucial for knowledge development, privacy concerns and strict regulation (e.g., European General Data Protection Regulation (GDPR)) unfortunately limit its full effectiveness.
Divergence measures based on the shannon entropy
J. Lin · 1991
Earlier work this paper cites.
Distinctive image features from scale-invariant keypoints
D. G. Lowe · 2004
Earlier work this paper cites.
Pattern Recognition and Machine Learning (Information Science and Statistics)
C. M. Bishop · 2006
Earlier work this paper cites.
Robust de-anonymization of large sparse datasets
A. Narayanan and V. Shmatikov · 2008
Earlier work this paper cites.
Generative adversarial nets
I. J. Goodfellow, J. Pouget-Abadie, M. Mirza, B. Xu, D. Warde-Farley, S. Ozair, A. Courville, and Y. Bengio · 2014
Earlier work this paper cites.
Deep learning
Y. LeCun, Y. Bengio, and G. Hinton · 2015
Earlier work this paper cites.
Wasserstein generative adversarial networks
M. Arjovsky, S. Chintala, and L. Bottou · 2017
Earlier work this paper cites.
The cramer distance as a solution to biased wasserstein gradients
M. G. Bellemare, I. Danihelka, W. Dabney, S. Mohamed, B. Lakshminarayanan, S. Hoyer, and R. Munos · 2017
Earlier work this paper cites.
Generating multi-label discrete patient records using generative adversarial networks
E. Choi, S. Biswal, B. Malin, J. Duke, W. F. Stewart, and J. Sun · 2017
Earlier work this paper cites.
UCI machine learning repository
D. Dua and C. Graff · 2017
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Improved training of wasserstein gans
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Conditional image synthesis with auxiliary classifier gans
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Later among the works it cites.
Synthesizing tabular data using generative adversarial networks
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Kaggle - personal loan classification problem
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A style-based generator architecture for generative adversarial networks
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Modeling tabular data using conditional gan
L. Xu, M. Skoularidou, A. Cuesta-Infante, and K. Veeramachaneni · 2019
Later among the works it cites.
PATE-GAN: Generating synthetic data with differential privacy guarantees
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N. Park, M. Mohammadi, K. Gorde, S. Jajodia, H. Park, and Y. Kim · 2018
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Conditional wasserstein gan-based oversampling of tabular data for imbalanced learning
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