Search Results for author: Shenghao Wu

Found 2 papers, 0 papers with code

Unlock the Power of Algorithm Features: A Generalization Analysis for Algorithm Selection

no code implementations18 May 2024 Xingyu Wu, Yan Zhong, Jibin Wu, Yuxiao Huang, Shenghao Wu, Kay Chen Tan

In the field of algorithm selection research, the discussion surrounding algorithm features has been significantly overshadowed by the emphasis on problem features.

Counterfactual Generative Models for Time-Varying Treatments

no code implementations25 May 2023 Shenghao Wu, Wenbin Zhou, Minshuo Chen, Shixiang Zhu

Estimating the counterfactual outcome of treatment is essential for decision-making in public health and clinical science, among others.

counterfactual Decision Making +2

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