no code implementations • 8 Dec 2023 • Debo Cheng, Yang Xie, Ziqi Xu, Jiuyong Li, Lin Liu, Jixue Liu, Yinghao Zhang, Zaiwen Feng
To address this problem with co-occurring M-bias and confounding bias, we propose a novel Disentangled Latent Representation learning framework for learning latent representations from proxy variables for unbiased Causal effect Estimation (DLRCE) from observational data.
no code implementations • 31 May 2023 • Wenting Ye, Chen Li, Yang Xie, Wen Zhang, Hong-Yu Zhang, Bowen Wang, Debo Cheng, Zaiwen Feng
Identifying and discovering drug-target interactions(DTIs) are vital steps in drug discovery and development.
1 code implementation • 21 Dec 2022 • Jiakang Xu, Wolfgang Mayer, Hongyu Zhang, Keqing He, Zaiwen Feng
Therefore, an automatic approach for learning the semantics of a data source is desirable.