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Synthetic Data
How to Fix a Failing Generative Adversarial Network
In this article, I explore different front-end strategies to improve a generative adversarial network (GAN) that leads to poor synthetization, in the context of tabular data generation. It is well known that tabular data is a lot more challenging than images, when using deep neural networks for synthetization purposes. An algorithm may work very well […]
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Explainable AI
Featured Posts
Generative AI
Synthetic Data
Generative AI Technology Break-through: Spectacular Performance of New Synthesizer
Neural network methods have overshadowed all other techniques in the last decade, to the point that alternatives are simply ignored. And for good reasons: techniques such as generative adversarial networks (GAN) proved very successful in some contexts, especially computer vision. Indeed, there has been several attempts to turn every problem and traditional method — regression, […]
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