Search Results for author: Daniel J. Williams

Found 3 papers, 3 papers with code

Approximate Stein Classes for Truncated Density Estimation

1 code implementation1 Jun 2023 Daniel J. Williams, Song Liu

Estimating truncated density models is difficult, as these models have intractable normalising constants and hard to satisfy boundary conditions.

Density Estimation

Score Matching for Truncated Density Estimation on a Manifold

1 code implementation29 Jun 2022 Daniel J. Williams, Song Liu

When observations are truncated, we are limited to an incomplete picture of our dataset.

Density Estimation

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