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Huan Xu

  1. Distributionally Robust Markov Decision Processes
    2012/04/20 by Huan Xu, Shie Mannor · 13 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Bayesian Modeling and Causal Inference #Risk and Portfolio Optimization
  2. RobustSTL: A Robust Seasonal-Trend Decomposition Algorithm for Long Time Series
    2018/12/05 by Qingsong Wen, Jingkun Gao, Wen, Qingsong +9 · 8 citations
    Computer Science · Decision Sciences · #Anomaly Detection Techniques and Applications #Applications (stat.AP) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Signal Processing (eess.SP) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting #electronic engineering #information engineering
  3. Reinforcement Learning under Model Mismatch
    2017/06/15 by Aurko Roy, Huan Xu, Roy, Aurko +3 · 5 citations
    Computer Science · Decision Sciences · #Adaptive Dynamic Programming Control #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
  4. Value Propagation for Decentralized Networked Deep Multi-agent Reinforcement Learning
    2019/01/27 by Chao Qu, Shie Mannor, Qu, Chao +9 · 5 citations
    Computer Science · #Age of Information Optimization #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
  5. Lightning Does Not Strike Twice: Robust MDPs with Coupled Uncertainty
    2012/06/18 by Shie Mannor, Ofir Mebel, Mannor, Shie +3 · 3 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Risk and Portfolio Optimization #Systems and Control (eess.SY) #electronic engineering #information engineering
  6. RobustTAD: Robust Time Series Anomaly Detection via Decomposition and Convolutional Neural Networks
    2020/02/21 by Jingkun Gao, Xiaomin Song, Gao, Jingkun +9 · 4 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Applications (stat.AP) #Data Stream Mining Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Signal Processing (eess.SP) #Time Series Analysis and Forecasting #electronic engineering #information engineering
  7. Fake News Mitigation via Point Process Based Intervention
    2017/03/22 by Mehrdad Farajtabar, Farajtabar, Mehrdad, Jiachen Yang +15 · 6 citations
    Social Sciences · Computer Science · #Misinformation and Its Impacts #Spam and Phishing Detection
  8. Scaling Up Robust MDPs by Reinforcement Learning
    2013/06/26 by Aviv Tamar, Tamar, Aviv, Huan Xu +3 · 2 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
  9. Approximate Value Iteration for Risk-aware Markov Decision Processes
    2017/01/05 by P. L. Yu, William B. Haskell, Yu, Pengqian +3 · 2 citations
    Decision Sciences · Mathematics · #FOS: Electrical engineering #FOS: Mathematics #Markov Chains and Monte Carlo Methods #Optimization and Control (math.OC) #Probabilistic and Robust Engineering Design #Risk and Portfolio Optimization #Systems and Control (eess.SY) #electronic engineering #information engineering
  10. Risk-Averse Stochastic Convex Bandit
    2018/10/01 by Adrian Rivera Cardoso, Huan Xu, Cardoso, Adrian Rivera +1 · 2 citations
    Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Smart Grid Energy Management #Risk and Portfolio Optimization
  11. Understanding and Resolving Performance Degradation in Graph Convolutional Networks
    2020/06/12 by Kuangqi Zhou, Zhou, Kuangqi, Yanfei Dong +11 · 3 citations
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Software-Defined Networks and 5G
  12. A Unified Framework for Marketing Budget Allocation
    2019/02/04 by Kui Zhao, Junhao Hua, Zhao, Kui +9 · 2 citations
    Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #Consumer Market Behavior and Pricing #Customer churn and segmentation #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Image and Video Quality Assessment
  13. Learning Deep Mean Field Games for Modeling Large Population Behavior
    2017/11/08 by Jiachen Yang, Yang, Jiachen, Xiaojing Ye +7 · 3 citations
    Physics and Astronomy · Social Sciences · #Complex Network Analysis Techniques #Computational Engineering #Evolutionary Game Theory and Cooperation #FOS: Computer and information sciences #Finance #Machine Learning (cs.LG) #Opinion Dynamics and Social Influence #and Science (cs.CE)
  14. Bundle Adjustment in the Eager Mode
    2024/09/18 by Zitong Zhan, Huan Xu, Zhan, Zitong +11 · 3 citations
    Engineering · #Vibration and Dynamic Analysis #Structural Engineering and Vibration Analysis
  15. Robust Hypothesis Testing Using Wasserstein Uncertainty Sets
    2018/05/27 by Rui Gao, Gao, Rui, Liyan Xie +5 · 1 citation
    Engineering · Decision Sciences · #Fault Detection and Control Systems #Probabilistic and Robust Engineering Design #Advanced Statistical Process Monitoring
  16. Deep Learning in Single-Cell and Spatial Transcriptomics Data Analysis: Advances and Challenges from a Data Science Perspective
    2024/12/04 by Shuang Ge, Ge, Shuang, Shuqing Sun +7 · 3 citations
    Biochemistry, Genetics and Molecular Biology · #Single-cell and spatial transcriptomics
  17. Transforming Surgical Interventions with Embodied Intelligence for Ultrasound Robotics
    2024/06/18 by Huan Xu, Jinlin Wu, Xu, Huan +9 · 3 citations
    Engineering · #Anatomy and Medical Technology #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Robotics (cs.RO)
  18. Multi-Agent Coverage in Urban Environments
    2020/08/17 by Shivang Patel, Patel, Shivang, Hariharan, Senthil +10 · 1 citation
    Engineering · Computer Science · #Transportation and Mobility Innovations #Multi-Agent Systems and Negotiation #Distributed Control Multi-Agent Systems
  19. Online Crowdsourcing
    2015/12/08 by Changbo Zhu, Huan Xu, Zhu, Changbo +3 · 1 citation
    Engineering · Computer Science · #Sparse and Compressive Sensing Techniques #Distributed Sensor Networks and Detection Algorithms #Machine Learning and Algorithms
  20. Gaussian bounds of fundamental matrix and maximal L1 regularity for Lamé system with rough coefficients
    2021/04/25 by Huan Xu, Xu, Huan · 1 citation
    Mathematics · Physics and Astronomy · #Advanced Mathematical Physics Problems #Analysis of PDEs (math.AP) #FOS: Mathematics #Navier-Stokes equation solutions #Nonlinear Waves and Solitons
  21. A simplified SynCom based on core–helper strain interactions enhances symbiotic nitrogen fixation in soybean
    2025/03/07 by Yanjun Li, Ruirui Li, Ran Liu +12 · 1 voice · 2 citations
    Agricultural and Biological Sciences · #Legume Nitrogen Fixing Symbiosis #Nematode management and characterization studies #Plant-Microbe Interactions and Immunity
  22. Smart Audit System Empowered by LLM
    2024/10/10 by Xu Yao, Yao, Xu, Xi Wu +15 · 1 citation
    Business, Management and Accounting · Computer Science · #Big Data and Business Intelligence #Blockchain Technology Applications and Security