vix.ing · top · new · best · stats · spec

Xue, Lingzhou

  1. Sufficient Forecasting Using Factor Models
    2015/05/27 by Jianqing Fan, Fan, Jianqing, Lingzhou Xue +3 · 8 citations
    Decision Sciences · Economics, Econometrics and Finance · #FOS: Computer and information sciences #FOS: Mathematics #Financial Risk and Volatility Modeling #Forecasting Techniques and Applications #Machine Learning (stat.ML) #Methodology (stat.ME) #Monetary Policy and Economic Impact #Statistics Theory (math.ST)
  2. A Review of Dynamic Network Models with Latent Variables
    2017/11/13 by Bomin Kim, Kim, Bomin, Kevin Lee +5 · 5 citations
    Computer Science · Physics and Astronomy · #Bayesian Methods and Mixture Models #Complex Network Analysis Techniques #FOS: Computer and information sciences #Methodology (stat.ME) #Opinion Dynamics and Social Influence #Other Statistics (stat.OT)
  3. Riemannian Stochastic Proximal Gradient Methods for Nonsmooth Optimization over the Stiefel Manifold
    2020/05/03 by Wang, Bokun, Ma, Shiqian, Xue, Lingzhou · 5 citations
    #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
  4. Positive Definite ℓ1 Penalized Estimation of Large Covariance Matrices
    2012/08/28 by Lingzhou Xue, Xue, Lingzhou, Shiqian Ma +3 · 2 citations
    Engineering · Computer Science · Mathematics · #Sparse and Compressive Sensing Techniques #Direction-of-Arrival Estimation Techniques #Statistical Methods and Inference
  5. Inverse Moment Methods for Sufficient Forecasting using High-Dimensional Predictors
    2017/05/01 by Wei Luo, Lingzhou Xue, Luo, Wei +4 · 3 citations
    Decision Sciences · Mathematics · #Applications (stat.AP) #FOS: Computer and information sciences #FOS: Mathematics #Grey System Theory Applications #Machine Learning (stat.ML) #Methodology (stat.ME) #Probabilistic and Robust Engineering Design #Statistical Methods and Inference #Statistics Theory (math.ST)
  6. Dimension Reduction for Fréchet Regression
    2021/10/01 by Qi Zhang, Lingzhou Xue, Zhang, Qi +3 · 2 citations
    Computer Science · Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Face and Expression Recognition #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistical Methods and Inference #Statistics Theory (math.ST)
  7. A Manifold Proximal Linear Method for Sparse Spectral Clustering with Application to Single-Cell RNA Sequencing Data Analysis
    2020/07/18 by Zhongruo Wang, Bingyuan Liu, Wang, Zhongruo +9 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Domain Adaptation and Few-Shot Learning #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Mathematics #Genomics (q-bio.GN) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Single-cell and spatial transcriptomics #Sparse and Compressive Sensing Techniques
  8. Federated Q-Learning: Linear Regret Speedup with Low Communication Cost
    2023/12/22 by Zheng, Zhong, Gao, Fengyu, Xue, Lingzhou +1 · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  9. Nonlinear global Fréchet regression for random objects via weak conditional expectation
    2023/10/11 by Bhattacharjee, Satarupa, Li, Bing, Xue, Lingzhou · 3 citations
    #62G05 #62G08 #62J02 #62J99 #FOS: Computer and information sciences #FOS: Mathematics #Methodology (stat.ME) #Statistics Theory (math.ST)
  10. Fisher's combined probability test for high-dimensional covariance matrices
    2020/05/31 by Xiufan Yu, Danning Li, Yu, Xiufan +3 · 1 citation
    Mathematics · Computer Science · #Random Matrices and Applications #Bayesian Methods and Mixture Models #Statistical Methods and Bayesian Inference
  11. A New Inexact Proximal Linear Algorithm with Adaptive Stopping Criteria for Robust Phase Retrieval
    2023/04/25 by Zheng, Zhong, Ma, Shiqian, Xue, Lingzhou · 3 citations
    #Computation (stat.CO) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Signal Processing (eess.SP) #electronic engineering #information engineering
  12. Gap-Dependent Bounds for Q-Learning using Reference-Advantage Decomposition
    2024/10/10 by Zhong Zheng, Zheng, Zhong, Haochen Zhang +3 · 3 citations
    Computer Science · #Face and Expression Recognition
  13. A Graphical Point Process Framework for Understanding Removal Effects in Multi-Touch Attribution
    2023/02/13 by Jun Tao, Qian Chen, Tao, Jun +9 · 1 citation
    Business, Management and Accounting · Economics, Econometrics and Finance · #Consumer Market Behavior and Pricing #Economic and Environmental Valuation #Aviation Industry Analysis and Trends
  14. Adaptive Algorithms for Robust Phase Retrieval
    2024/09/27 by Zhong Zheng, Necdet Serhat Aybat, Zheng, Zhong +5 · 3 citations
    Physics and Astronomy · Engineering · #Advanced X-ray Imaging Techniques #Hydrocarbon exploration and reservoir analysis
  15. Robust High-Dimensional Regression with Coefficient Thresholding and its Application to Imaging Data Analysis
    2021/09/30 by Liu, Bingyuan, Zhang, Qi, Xue, Lingzhou +2 · 1 citation
    #Computation (stat.CO) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistics Theory (math.ST)
  16. An Alternating Manifold Proximal Gradient Method for Sparse PCA and Sparse CCA
    2019/03/27 by Chen, Shixiang, Ma, Shiqian, Xue, Lingzhou +1 · 1 citation
    #Computation (stat.CO) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
  17. Nonlinear Sufficient Dimension Reduction for Distribution-on-Distribution Regression
    2022/07/11 by Zhang, Qi, Li, Bing, Xue, Lingzhou · 2 citations
    #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistics Theory (math.ST)
  18. Federated Q-Learning with Reference-Advantage Decomposition: Almost Optimal Regret and Logarithmic Communication Cost
    2024/05/29 by Zhong Zheng, Haochen Zhang, Zheng, Zhong +3 · 2 citations
    Computer Science · Engineering · #Privacy-Preserving Technologies in Data #Wireless Communication Security Techniques #Cryptography and Data Security
  19. Gap-Dependent Bounds for Federated Q-learning
    2025/02/05 by Zhang, Haochen, Zheng, Zhong, Xue, Lingzhou · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  20. AltLoRA: Towards Better Gradient Approximation in Low-Rank Adaptation with Alternating Projections
    2025/05/18 by Yu, Xin, Wang, Yujia, Chen, Jinghui +1 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  21. Understanding the Statistical Accuracy-Communication Trade-off in Personalized Federated Learning with Minimax Guarantees
    2024/10/11 by Yu, Xin, He, Zelin, Sun, Ying +2 · 1 citation
    #Computation (stat.CO) #Distributed #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel #Statistics Theory (math.ST) #and Cluster Computing (cs.DC)