109 citations · 333 across the 23 of their papers we have counts for
3 papers · 1 filter
Improving Correlation Capture in Generating Imbalanced Data using Differentially Private Conditional GANs
Chang Sun, Johan van Soest, Michel Dumontier
Despite the remarkable success of Generative Adversarial Networks (GANs) on text, images, and videos, generating high-quality tabular data is still under development owing to some…
Towards FAIR protocols and workflows: The OpenPREDICT case study
Remzi Celebi, Joao Rebelo Moreira, Ahmed A. Hassan +4
It is essential for the advancement of science that scientists and researchers share, reuse and reproduce workflows and protocols used by others. The FAIR principles are a set of g…
Privacy-Preserving Generalized Linear Models using Distributed Block Coordinate Descent
Erik-Jan van Kesteren, Chang Sun, Daniel L. Oberski +2
Combining data from varied sources has considerable potential for knowledge discovery: collaborating data parties can mine data in an expanded feature space, allowing them to explo…