Score Matching for Truncated Density Estimation on a Manifold. - Daniel J. Williams; Song Liu 002 (TAG-ML, 2022)

Estimating Density Models with Truncation Boundaries using Score Matching. - Song Liu 002; Takafumi Kanamori; Daniel J. Williams (J. Mach. Learn. Res., 2022)

Approximate Stein Classes for Truncated Density Estimation. - Daniel J. Williams; Song Liu 002 (ICML, 2023)

High-Dimensional Differential Parameter Inference in Exponential Family using Time Score Matching. - Daniel J. Williams; Leyang Wang; Qizhen Ying; Song Liu 002; Mladen Kolar (AISTATS, 2025)