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cs.LG2026
Generating Benchmark Health Data Using a Tabular Diffusion Transformer
Hao Yan, Lisa Pilgram, Dan Liu +3
Cross-Tabular Data Generation (CTDG) seeks to learn a generative model from multiple heterogeneous tables and produce new synthetic tabular datasets. However, existing synthetic ta…
cs.LG2026
Machine learning models for estimating counterfactuals in a single-arm inflammatory bowel disease study
Dan Liu, Fida K. Dankar, Jennifer C. deBruyn +4
Single-arm trials accelerate study timelines by reducing the number of patients that must be recruited for a concurrent control group. However, these designs require an alternative…