no code implementations • 21 Jun 2023 • Zhonghua Liu, Shijun Wang, Ning Chen
In this paper, we propose a VC model that can automatically disentangle speech into four components using only two augmentation functions, without the requirement of multiple hand-crafted features or laborious bottleneck tuning.
1 code implementation • 10 Oct 2022 • Siqi Xu, Lin Liu, Zhonghua Liu
Causal mediation analysis can unpack the black box of causality and is therefore a powerful tool for disentangling causal pathways in biomedical and social sciences, and also for evaluating machine learning fairness.
no code implementations • 4 Mar 2021 • Anqi Wang, Zhonghua Liu
Mendelian randomization (MR) is a statistical method exploiting genetic variants as instrumental variables to estimate the causal effect of modifiable risk factors on an outcome of interest.
Methodology