Search Results for author: Degui Yang

Found 3 papers, 2 papers with code

Proximity Matters: Local Proximity Preserved Balancing for Treatment Effect Estimation

no code implementations1 Jul 2024 Hao Wang, Zhichao Chen, Yuan Shen, Jiajun Fan, Zhaoran Liu, Degui Yang, Xinggao Liu, Haoxuan Li

Heterogeneous treatment effect (HTE) estimation from observational data poses significant challenges due to treatment selection bias.

counterfactual Selection bias

FreDF: Learning to Forecast in the Frequency Domain

1 code implementation4 Feb 2024 Hao Wang, Licheng Pan, Zhichao Chen, Degui Yang, Sen Zhang, Yifei Yang, Xinggao Liu, Haoxuan Li, DaCheng Tao

In this work, we demonstrate that the learning objective of DF is biased in the presence of label autocorrelation.

Time Series

A Dataset of Human Motion Status Using IR-UWB Through-wall Radar

1 code implementation31 Aug 2020 Zhengliang Zhu, Degui Yang, Junchao Zhang, Feng Tong

Ultra-wideband (UWB) through-wall radar has a wide range of applications in non-contact human information detection and monitoring.

Signal Processing H.4

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