DensityFM: Foundation-Style Pretraining for Density Estimation

ICLR (under review)

Recommended citation: Z. Hu et al. (2026). "DensityFM: Foundation-Style Pretraining for Density Estimation." ICLR (under review).

Pretrained a tabular foundation model for density estimation, outperforming all evaluated classical baselines on synthetic and real-world benchmarks. Applications include tail-risk estimation and outlier detection.

Authors: Z. Hu et al.