Stephanie Hazlewood

ClavaDDPM: Multi-relational Data Synthesis with Cluster-guided Diffusion Models

Recent research in tabular data synthesis has focused on single tables, whereas real-world applications often involve complex data with tens or hundreds of interconnected tables. Previous approaches to synthesizing multi-relational (multi-table) data fall short in two key aspects: scalability for la…