Theses/Dissertations from 2020
Investigations on models and algorithms in variational approaches for image restoration, Yingying Fang
Solving convex programming with simple convex constraints, Liangshao Hou
Statistical methods for blood pressure prediction, Zijian Huang
Regularized neural networks for semantic image segmentation, Fan Jia
On the construction of uniform designs and the uniformity property of fractional factorial designs, Xiao Ke
Preconditioning techniques for all-at-once linear systems arising from advection diffusion equations, Xuelei Lin
Estimation of individual treatment effect via Gaussian mixture model, Juan Wang
Estimation of the reciprocal of a binomial proportion, Jiajin Wei
On the classification and selection of orthogonal designs, Lin Chen Weng
Deep networks for sign language video caption, Mingjie Zhou
Theses/Dissertations from 2019
Nonlinear optimized Schwarz preconditioning for heterogeneous elliptic problems, Yaguang Gu
Statistical methods for Mendelian randomization using GWAS summary data, Xianghong Hu
Mathematical study on plasmon materials and their applications, Hongjie Li
Model checking for general parametric regression models, Lingzhu Li
Some new developments in data transformation and meta-analysis with small number of studies, Enxuan Lin
Numerical algorithms for data clustering, Ye Liu
Determination of random schrödinger operators, Shiqi Ma
Convergence analysis and applications of two optimization algorithms, Yaonan Ma
Stochastic gradient descent for pairwise learning : stability and optimization error, Wei Shen
Order determination for large matrices with spiked structure, Yicheng Zeng
Theses/Dissertations from 2018
BIVAS: a scalable Bayesian method for bi-level variable selection, Mingxuan Cai
Intrinsic meshless methods for PDEs on manifolds and applications, Meng Chen
New developments in multiple testing and multivariate testing for high-dimensional data, Zongliang Hu
Kernel-based least-squares approximations: theories and applications, Siqing Li
Statistical methods for integrative analysis of genomic data, Jingsi Ming
Numerical algorithms for data analysis with imaging and financial applications, Ka Wai Siu
Theoretical advances on scattering theory, fractional operators and their inverse problems, Jingni Xiao
Numerical methods for data assimilation in weather forecasting, Hanjun Yan
Spectral collocation methods for the fractional PDEs in unbounded domain, Huifang Yuan
Theses/Dissertations from 2017
Bayesian surrogates for functional response modeling and metamaterial rapid design, Xiao Guo
Statistical learning of median in meta-analysis, Dehui Luo
Continuous methods for convex programming and convex semidefinite programming, Xun Qian
Projected adaptive-to-model tests for regression models, Falong Tan
Preconditioners for linear parabolic optimal control problems, Siu Chung Tsang
Model checking for regressions when variables are measured with errors, Chuanlong Xie
Algorithm-tailored error bound conditions and the linear convergence rae of ADMM, Shangzhi Zeng
Application of partial consistency for the semi-parametric models, Jingxin Zhao
The estimation and inference of complex models, Min Zhou
Stochastic control and approximation for Boltzmann equation, Yulong Zhou
Computational methods in air quality data, Zhaochen Zhu
Theses/Dissertations from 2016
Numerical algorithms for data processing and analysis, Chuan Chen
Meshless algorithm for partial differential equations on open and singular surfaces, Ka Chun Cheung
Topics in image recovery and image quality assessment /Cui Lei., Lei Cui
Spectral radius and signless Laplacian spectral radius of k-connected graphs /Huang Peng., Peng Huang
Variational image segmentation, inpainting and denoising, Zhi Li
Solving optimization problems with generalized orthogonality constraints, Hong Zhu
Theses/Dissertations from 2015
Variational approaches in image recovery and segmentation, Liyuan Chen
High-dimensional covariance matrix estimation with application to Hotelling's tests, Kai Dong
Fractional differential equations for modelling financial processes with jumps, Xu Guo
Regularized models and algorithms for machine learning, Chenyang Shen
Is the precision of computed solutions more closely related with componentwise condition number than normwise condition number?, Don Bing Dong Tan
Numerical study on some inverse problems and optimal control problems, Wenyi Tian
Model-free tests for isotropy, equal distribution and random superposition in spatial point pattern analysis, Ka Yiu Wong
Model-adaptive tests for regressions, Xuehu Zhu
Theses/Dissertations from 2014
Different-based methods in nonparametric regression models, Wenlin Dai
Checking the adequacy of regression models with complex data structure, Xu Guo
Some operator splitting methods for convex optimization, Xinxin Li
Optimization based methods for image segmentation and image tone mapping, Motong Qiao
Numerical analysis and simulations for phase-field equations, Jiang Yang
First-order affine scaling continuous method for convex quadratic programming, Hongwei Yue
Local absorbing boundary conditions for Korteweg-de-Vries-type equations, Wei Zhang
Theses/Dissertations from 2013
Variable selection in high dimensional semi-varying coefficient models, Chi Chen
Numerical methods for classification and image restoration, Wai Lam Fong
Variable selection and dimension reduction in high-dimensional regression, Tao Wang
Reliable techniques for survey with sensitive question, Qin Wu
Distance two labeling of some products of graphs, Qiong Wu
Distance-two constrained labeling and list-labeling of some graphs, Haiying Zhou
Theses/Dissertations from 2012
Estimation and selection in additive and generalized linear models, Zhenghui Feng
Local absorbing boundary conditions for wave propagations, Hongwei Li
Adaptive time-stepping methods for solving the phase field models, Yuan Ma
L1-norm local preserving projection and its application, Chenyang Shen
Interior point based continuous methods for linear programming, Liming Sun
Alternating direction methods for image recovery, Fan Wang
Theses/Dissertations from 2011
Topics in Banach space theory, March Tian Boedihardjo
Adaptive moving grid method to two-phase flow problesm, Hao Dong
Data mining methods for single nucleotide polymorphisms analysis in computational biology, Yang Liu
Isotropy test and variance estimation for high order statistics of spatial point process, Tingting Ma
Theses/Dissertations from 2010
Numerical methods for solving Markov chain driven Black-Scholes model, Chi Yan Au
Variable selection for high dimensional transformation model, Wai Hong Lee
Computational methods for bioinformatics and image restoration, Haiyong Liao
New econometrics models with applications, Heng Li
The Laplacian eigenvalues of graphs, Jianxi Li
Signal and image deconvolution : algorithms and applications, Chi Pan Tam
Full friendly index sets of Cartesian products of cycles and paths, Fook Sun Wong
Theses/Dissertations from 2009
On single-index model and its related topics, Ziqing Chang
Numerical simulations of the steady Euler equations on unstructured grids, Guanghui Hu
Adaptive meshless methods for solving partial differential equations, Ting On Kwok
Super-resolution image reconstruction based on wavelet-estimation : development and theoretical framework, King Tai Leung
Statistical inference for correlated binary data from bilateral studies, Yanbo Pei
Dimension reduction in the regressions through weighted variance estimation, Yani Yang
Local absorbing boundary conditions for some nonlinear PDEs on unbounded domains, Jiwei Zhang
Moving mesh methods for viscoelastic flows with free boundaries, Yubo Zhang
Theses/Dissertations from 2008
Statistical histogram characterization and modeling : theory and applications, Siu Kai Choy
Numerical methods for image restoration, Yumei Huang