2 papers
cs.LG2026
Cascaded Flow Matching for Heterogeneous Tabular Data with Mixed-Type Features
Markus Mueller, Kathrin Gruber, Dennis Fok
Advances in generative modeling have recently been adapted to tabular data containing discrete and continuous features. However, generating mixed-type features that combine discret…
cs.LG2026
Continuous Diffusion for Mixed-Type Tabular Data
Markus Mueller, Kathrin Gruber, Dennis Fok
Score-based generative models, commonly referred to as diffusion models, have proven to be successful at generating text and image data. However, their adaptation to mixed-type tab…