Zhang, Xueru
- Group Retention when Using Machine Learning in Sequential Decision\n Making: the Interplay between User Dynamics and Fairness
2019/05/02 by Xueru Zhang, Zhang, Xueru, Cem Tekin +6 · 6 citations
Social Sciences · Computer Science · #Ethics and Social Impacts of AI #Mobile Crowdsensing and Crowdsourcing
- Fairness and Accuracy under Domain Generalization
2023/01/30 by Pham, Thai-Hoang, Zhang, Xueru, Zhang, Ping · 5 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Fairness in Learning-Based Sequential Decision Algorithms: A Survey
2020/01/14 by Zhang, Xueru, Liu, Mingyan · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Generating Synthetic Computed Tomography for Radiotherapy: SynthRAD2023 Challenge Report
2024/03/13 by Evi M. C. Huijben, Maarten L. Terpstra, Huijben, Evi M. C. +115 · 5 citations
Engineering · Medicine · Physics and Astronomy · #Advanced Radiotherapy Techniques #Advanced X-ray and CT Imaging #FOS: Physical sciences #Medical Imaging Techniques and Applications #Medical Physics (physics.med-ph)
- How Do Fair Decisions Fare in Long-term Qualification?
2020/10/21 by Xueru Zhang, Zhang, Xueru, Ruibo Tu +11 · 2 citations
Social Sciences · #Ethics and Social Impacts of AI
- Addressing Polarization and Unfairness in Performative Prediction
2024/06/24 by Jin, Kun, Xie, Tian, Liu, Yang +1 · 3 citations
#Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Loss Balancing for Fair Supervised Learning
2023/11/07 by Mohammad Mahdi Khalili, Khalili, Mohammad Mahdi, Xueru Zhang +3 · 3 citations
Computer Science · Mathematics · Social Sciences · #Advanced Causal Inference Techniques #Artificial Intelligence (cs.AI) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- Performative Federated Learning: A Solution to Model-Dependent and Heterogeneous Distribution Shifts
2023/05/08 by Jin, Kun, Yin, Tongxin, Chen, Zhongzhu +4 · 2 citations
#Distributed #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Parallel #and Cluster Computing (cs.DC)
- Algorithmic Decision-Making under Agents with Persistent Improvement
2024/05/03 by Tian Xie, Xie, Tian, Xuwei Tan +3 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computability, Logic, AI Algorithms #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences
- Fair Sequential Selection Using Supervised Learning Models
2021/10/26 by Khalili, Mohammad Mahdi, Zhang, Xueru, Abroshan, Mahed · 2 citations
#Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Learning under Imitative Strategic Behavior with Unforeseeable Outcomes
2024/05/03 by Tian Xie, Xie, Tian, Zhiqun Zuo +5 · 1 citation
Psychology · #Psychological and Educational Research Studies
- Counterfactually Fair Representation
2023/11/09 by Zuo, Zhiqun, Khalili, Mohammad Mahdi, Zhang, Xueru · 1 citation
#Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Automating Data Annotation under Strategic Human Agents: Risks and Potential Solutions
2024/05/12 by Tian Xie, Xie, Tian, Xueru Zhang +1 · 1 citation
Business, Management and Accounting · Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Big Data and Business Intelligence #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies
- Non-stationary Domain Generalization: Theory and Algorithm
2024/05/10 by Pham, Thai-Hoang, Zhang, Xueru, Zhang, Ping · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Evaluating and Mitigating Social Bias for Large Language Models in Open-ended Settings
2024/12/09 by Zhao Liu, Liu, Zhao, Xie, Tian +1 · 1 citation
Computer Science · Health Professions · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Interpreting and Communication in Healthcare #Topic Modeling
- Self-Consuming Generative Models with Adversarially Curated Data
2025/05/14 by Xiukun Wei, Wei, Xiukun, Xueru Zhang +1 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Processing and 3D Reconstruction #Machine Learning (cs.LG)
- DroughtSet: Understanding Drought Through Spatial-Temporal Learning
2024/12/19 by Tan, Xuwei, Zhao, Qian, Liu, Yanlan +1 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- How Strategic Agents Respond: Comparing Analytical Models with LLM-Generated Responses in Strategic Classification
2025/01/20 by Tian Xie, Xie, Tian, Pavan Rauch +3 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Statistical and Computational Modeling