Haoda Fu

According to our database, Haoda Fu authored at least 12 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Learning Optimal Dynamic Treatment Regimens Subject to Stagewise Risk Controls.

Mochuan Liu, Yuanjia Wang, Haoda Fu, Donglin Zeng

J. Mach. Learn. Res., 2024

2023

Fast Approximation of the Shapley Values Based on Order-of-Addition Experimental Designs.

Liuqing Yang, Yongdao Zhou, Haoda Fu, Min-Qian Liu, Wei Zheng

CoRR, 2023

2022

High-Dimensional Cost-constrained Regression Via Nonconvex Optimization.

Guan Yu, Haoda Fu, Yufeng Liu

Technometrics, 2022

2021

Query-augmented Active Metric Learning.

Yujia Deng, Yubai Yuan, Haoda Fu, Annie Qu

CoRR, 2021

2020

Near-optimal Individualized Treatment Recommendations.

Haomiao Meng, Ying-Qi Zhao, Haoda Fu, Xingye Qiao

J. Mach. Learn. Res., 2020

Boosting Algorithms for Estimating Optimal Individualized Treatment Rules.

Duzhe Wang, Haoda Fu, Po-Ling Loh

CoRR, 2020

2017

A unified approach for subgroup identification and individualized treatment recommendation with applications to randomized control trials and observational studies.

Haoda Fu, Jin Zhou

Model. Assist. Stat. Appl., 2017

2016

Jointly Modeling Label and Feature Heterogeneity in Medical Informatics.

Pei Yang, Hongxia Yang, Haoda Fu, Dawei Zhou, Jieping Ye, Theodoros Lappas, Jingrui He

ACM Trans. Knowl. Discov. Data, 2016

2015

A multi-scale non-parametric and parametric hybrid multi-category recognition algorithm with probabilistic outputs.

Zhao Lu, Haoda Fu, Gangbing Song

J. Exp. Theor. Artif. Intell., 2015

2014

Learning from Label and Feature Heterogeneity.

Pei Yang, Jingrui He, Hongxia Yang, Haoda Fu

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Identifying risk factors associate with hypoglycemic events.

Ran Duan, Haoda Fu, Chenchen Yu

Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Healthcare and e-health, 2014

2007

High-dimensional pseudo-logistic regression and classification with applications to gene expression data.

Chunming Zhang, Haoda Fu, Yuan Jiang, Tao Yu

Comput. Stat. Data Anal., 2007