数学
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Enhanced convergence rates of adaptive importance sampling with recycling schemes via quasi-Monte Carlo methods
作者Jianlong Chen; Jiarui Du; Xiaoqun Wang; Zhijian He
作者单位1. Department of Mathematical Sciences, Tsinghua University, Beijing, People’s Republic of China; 2. School of Mathematics, South China University of Technology, Guangzhou, People’s Republic of China
Conformalized robust principal component analysis
作者Liangliang Yuan; Lei Wang; Quan Kong; Liuhua Peng
作者单位1. School of Mathematics and Statistics, Nanjing University of Science and Technology, Nanjing, China; 2. School of Statistics and Data Science, KLMDASR, LEBPS and LPMC, Nankai University, Tianjin, China; 3. School of Cyber Science and Engineering, Nanjing University of Science and Technology, Nanjing, China; 4. School of Mathematics and Statistics, University of Melbourne, Melbourne, Australia
Outlier detection in state-space models using mean-shift penalisation
作者Rajan Shankar; Ines Wilms; Jakob Raymaekers; Garth Tarr
作者单位1. School of Mathematics and Statistics, The University of Sydney, Sydney, Australia; 2. Department of Quantitative Economics, Maastricht University, Maastricht, The Netherlands; 3. Department of Mathematics, University of Antwerp, Antwerp, Belgium
Nonparametric estimation of the joint and conditional survival functions of the time to an event of interest and associated integrated covariate processes
作者Ashwini Joshi; Dario Gasbarra; Sangita Kulathinal
作者单位1. Department of Mathematics and Statistics, University of Helsinki, Helsinki, Finland; 2. Department of Mathematics and Statistics, University of Vaasa, Vaasa, Finland
Regularized maximum mean discrepancy for variable importance measure
作者Junfeng Huo; Bingyao Huang; Yanyan Liu; Liuhua Peng
作者单位1. School of Mathematics and Statistics, Wuhan University, Wuhan, China; 2. School of Mathematics and Statistics, Guangdong University of Technology, Guangzhou, China; 3. School of Mathematics and Statistics, University of Melbourne, Melbourne, Australia
A continuous gaussian mixture approach to sample multivariate gaussians constrained by linear inequalities
作者Mehdi Amrouche; Jérôme Idier; Hervé Carfantan
作者单位1. Institut de Recherche en Astrophysique et Planétologie, Université de Toulouse, CNRS/UPS/CNES, Toulouse, France; 2. Nantes Université, École Centrale Nantes, CNRS, LS2N, Nantes, France
Online updating variable selection for support vector machine with streaming data sets
作者Kangning Wang; Xiaoqing Meng; Haiyan Du; Xiaofei Sun
作者单位1. School of Statistics, Shandong Technology and Business University, Yantai, China; 2. College of Foreign Studies, Shandong Technology and Business University, Yantai, China
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