2 papers
cs.LG2026
Sequential RC-TGAN: Generating Relational Time Series with Spectral Envelope Loss
Mohamed Gueye, Yazid Attabi, Manuel Morales +1
The generation of synthetic relational databases often involves modeling complex temporal dynamics, such as transaction logs or event sequences. A significant challenge in this dom…
cs.LG2022
Row Conditional-TGAN for generating synthetic relational databases
Mohamed Gueye, Yazid Attabi, Maxime Dumas
Besides reproducing tabular data properties of standalone tables, synthetic relational databases also require modeling the relationships between related tables. In this paper, we p…