Zhao, Jiwei
- Optimal and Safe Estimation for High-Dimensional Semi-Supervised Learning
2020/11/28 by Siyi Deng, Deng, Siyi, Ning Yang +5 · 6 citations
Computer Science · Mathematics · #Advanced Statistical Methods and Models #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistical Methods and Inference #Statistics Theory (math.ST)
- Assumption-Lean and Data-Adaptive Post-Prediction Inference
2023/11/23 by Jiacheng Miao, Miao, Jiacheng, Xinran Miao +7 · 9 citations
Computer Science · Materials Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Machine Learning in Materials Science #Methodology (stat.ME)
- A Versatile Estimation Procedure Without Estimating the Nonignorable Missingness Mechanism
2019/07/08 by Jiwei Zhao, Zhao, Jiwei, Yanyuan Ma +1 · 2 citations
Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
- Doubly Flexible Estimation under Label Shift
2023/07/09 by Seong-ho Lee, Yanyuan Ma, Lee, Seong-ho +3 · 4 citations
Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
- Transporting causal effects from a randomized trial without "transportability:" a case study of political advertising during U.S. elections
2024/11/02 by Xinran Miao, Miao, Xinran, Hyunseung Kang +2 · 1 citation
Social Sciences · #Applications (stat.AP) #Electoral Systems and Political Participation #FOS: Computer and information sciences #Methodology (stat.ME)
- ReTaSA: A Nonparametric Functional Estimation Approach for Addressing Continuous Target Shift
2024/01/29 by Hwanwoo Kim, Xin Zhang, Kim, Hwanwoo +5 · 1 citation
Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Inference