Shi, Xu
- Semiparametric Proximal Causal Inference
2020/11/17 by Yifan Cui, Cui, Yifan, Hongming Pu +7 · 13 citations
Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #FOS: Mathematics #Health Systems, Economic Evaluations, Quality of Life #Methodology (stat.ME) #Statistical Methods and Inference #Statistics Theory (math.ST)
- mABC: multi-Agent Blockchain-Inspired Collaboration for root cause analysis in micro-services architecture
2024/04/18 by Wei Zhang, Zhang, Wei, Hongcheng Guo +19 · 1 voice · 4 citations
Computer Science · #Blockchain Technology Applications and Security #Cloud Computing and Resource Management #Software System Performance and Reliability #cs.CR #cs.DC #cs.MA
- An Introduction to Proximal Causal Learning
2020/09/23 by Eric J. Tchetgen Tchetgen, Andrew Ying, Tchetgen, Eric J Tchetgen +7 · 10 citations
Mathematics · #Advanced Causal Inference Techniques #Statistical Methods and Inference #Statistical Methods and Bayesian Inference
- A confounding bridge approach for double negative control inference on causal effects
2018/08/15 by Wang Miao, Xu Shi, Miao, Wang +3 · 5 citations
Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #Methodology (stat.ME) #Statistical Methods and Inference
- OWL: A Large Language Model for IT Operations
2023/09/17 by Guo, Hongcheng, Yang, Jian, Liu, Jiaheng +13 · 7 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Clinical Concept Embeddings Learned from Massive Sources of Multimodal\n Medical Data
2018/04/04 by Andrew L. Beam, Beam, Andrew L., Benjamin Kompa +15 · 4 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (stat.ML) #Natural Language Processing Techniques #Topic Modeling
- On the Doppler Squint Effect in OTFS Systems over Doubly-Dispersive Channels: Modeling and Evaluation
2023/02/13 by Xuehan Wang, Wang, Xuehan, Xu Shi +5 · 8 citations
Engineering · #Advanced Fiber Optic Sensors #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Optical Network Technologies #PAPR reduction in OFDM #Signal Processing (eess.SP) #electronic engineering #information engineering
- A Selective Review of Negative Control Methods in Epidemiology
2020/09/11 by Xu Shi, Wang Miao, Shi, Xu +3 · 4 citations
Health Professions · Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Food Security and Health in Diverse Populations #Methodology (stat.ME) #Statistical Methods and Bayesian Inference
- Data Integration in Causal Inference
2021/10/03 by Xu Shi, Ziyang Pan, Shi, Xu +3 · 3 citations
Mathematics · Biochemistry, Genetics and Molecular Biology · #Advanced Causal Inference Techniques #Statistical Methods in Clinical Trials #Genetic Associations and Epidemiology
- Penalty-based Methods for Simple Bilevel Optimization under Hölderian Error Bounds
2024/02/03 by Pengyu Chen, Xu Shi, Chen, Pengyu +5 · 3 citations
Decision Sciences · Economics, Econometrics and Finance · #FOS: Mathematics #Housing Market and Economics #Optimization and Control (math.OC) #Risk and Portfolio Optimization #Stochastic processes and financial applications
- Proximal Causal Inference for Complex Longitudinal Studies
2021/09/15 by Andrew Ying, Wang Miao, Ying, Andrew +5 · 2 citations
Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #FOS: Mathematics #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistics Theory (math.ST)
- Near-Optimal Convex Simple Bilevel Optimization with a Bisection Method
2024/02/08 by Jiulin Wang, Xu Shi, Wang, Jiulin +3 · 2 citations
Computer Science · Decision Sciences · Mathematics · #Advanced Optimization Algorithms Research #FOS: Mathematics #Optimization and Control (math.OC) #Optimization and Variational Analysis #Risk and Portfolio Optimization
- Theory for identification and Inference with Synthetic Controls: A Proximal Causal Inference Framework
2021/08/31 by Shi, Xu, Li, Kendrick, Miao, Wang +2 · 1 citation
#FOS: Computer and information sciences #Methodology (stat.ME)
- Generating Synthetic Electronic Health Record Data: a Methodological Scoping Review with Benchmarking on Phenotype Data and Open-Source Software
2024/11/06 by Chen, Xingran, Wu, Zhenke, Shi, Xu +2 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- The Effect of Alcohol intake on Brain White Matter Microstructural Integrity: A New Causal Inference Framework for Incomplete Phenomic Data
2023/03/06 by Chixiang Chen, Shuo Chen, Chen, Chixiang +8 · 2 citations
Environmental Science · Mathematics · #FOS: Computer and information sciences #Health, Environment, Cognitive Aging #Methodology (stat.ME) #Statistical Methods and Inference
- Regression-based proximal causal inference for right-censored time-to-event data
2024/09/13 by Kendrick Li, Li, Kendrick, George C. Linderman +5 · 1 voice · 1 citation
Chemistry · Mathematics · #Advanced Causal Inference Techniques #Electrochemical Analysis and Applications #Statistical Methods and Inference #stat.ME
- Data-driven Automated Negative Control Estimation (DANCE): Search for, Validation of, and Causal Inference with Negative Controls
2022/10/02 by Erich Kummerfeld, Jaewon Lim, Kummerfeld, Erich +3 · 1 citation
Computer Science · Mathematics · #Advanced Causal Inference Techniques #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Inference
- Sparse Estimation for XL-MIMO with Unified LoS/NLoS Representation
2024/03/19 by Xu Shi, Shi, Xu, Xuehan Wang +5 · 1 citation
Computer Science · Engineering · Medicine · #Blind Source Separation Techniques #ECG Monitoring and Analysis #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Signal Processing (eess.SP) #Sparse and Compressive Sensing Techniques #electronic engineering #information engineering
- Triple-Structured Compressive Sensing-based Channel Estimation for RIS-aided MU-MIMO Systems
2021/08/31 by Shi, Xu, Wang, Jintao, Chen, Guozhi +1 · 1 citation
#FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Distributed Kaplan-Meier Analysis via the Influence Function with Application to COVID-19 and COVID-19 Vaccine Adverse Events
2025/07/18 by Risk, Malcolm, Shi, Xu, Zhao, Lili · 1 citation
#FOS: Computer and information sciences #Methodology (stat.ME)
- A Doubly Robust Framework for Addressing Outcome-Dependent Selection Bias in Multi-Cohort EHR Studies
2024/11/29 by Ritoban Kundu, Kundu, Ritoban, Xu Shi +8 · 1 citation
Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods in Epidemiology