Huo, Xiaoming

1. Fast Computing for Distance Covariance
   2014/10/06 by Xiaoming Huo, Huo, Xiaoming, Gábor J. Székely +1 · 3 citations
   Computer Science · Mathematics · #Advanced Statistical Methods and Models #Bayesian Methods and Mixture Models #Computation (stat.CO) #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Inference
2. A Distributed One-Step Estimator
   2015/11/04 by Cheng Huang, Huang, Cheng, Xiaoming Huo +1 · 4 citations
   Computer Science · Mathematics · #Distributed #FOS: Computer and information sciences #Machine Learning (stat.ML) #Methodology (stat.ME) #Parallel #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
3. Improved Rate of First Order Algorithms for Entropic Optimal Transport
   2023/01/23 by Yiling Luo, Yiling Xie, Luo, Yiling +3 · 3 citations
   Computer Science · Mathematics · Physics and Astronomy · #Stochastic Gradient Optimization Techniques #Markov Chains and Monte Carlo Methods #Model Reduction and Neural Networks
4. A Survey of Numerical Algorithms that can Solve the Lasso Problems
   2023/03/07 by Yujie Zhao, Xiaoming Huo, Zhao, Yujie +1 · 2 citations
   Mathematics · Medicine · #Computation (stat.CO) #FOS: Computer and information sciences #Machine Learning (stat.ML) #Statistical Methods and Inference #Systemic Lupus Erythematosus Research
5. Conformalization of Sparse Generalized Linear Models
   2023/07/11 by Guha, Etash Kumar, Ndiaye, Eugene, Huo, Xiaoming · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
6. Approximation of RKHS Functionals by Neural Networks
   2024/03/18 by Zhou, Tian-Yi, Suh, Namjoon, Cheng, Guang +1 · 1 citation
   #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistics Theory (math.ST)
7. High-dimensional (Group) Adversarial Training in Linear Regression
   2024/05/22 by Xie, Yiling, Huo, Xiaoming · 1 citation
   #FOS: Mathematics #Statistics Theory (math.ST)
8. A Uniform Concentration Inequality for Kernel-Based Two-Sample Statistics
   2024/05/22 by Ni, Yijin, Huo, Xiaoming · 1 citation
   #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Statistics Theory (math.ST)