
Staggered mesh method for correlation energy calculations of solids: Second order MøllerPlesset perturbation theory
The calculation of the MP2 correlation energy for extended systems can b...
read it

Dynamic Image for 3D MRI Image Alzheimer's Disease Classification
We propose to apply a 2D CNN architecture to 3D MRI image Alzheimer's di...
read it

Efficient construction of an HSS preconditioner for symmetric positive definite ℋ^2 matrices
In an iterative approach for solving linear systems with illconditioned...
read it

Neural Gaussian Mirror for Controlled Feature Selection in Neural Networks
Deep neural networks (DNNs) have become increasingly popular and achieve...
read it

A Scalefree Approach for False Discovery Rate Control in Generalized Linear Models
The generalized linear models (GLM) have been widely used in practice to...
read it

Joint 2D3D Breast Cancer Classification
Breast cancer is the malignant tumor that causes the highest number of c...
read it

2D Convolutional Neural Networks for 3D Digital Breast Tomosynthesis Classification
Automated methods for breast cancer detection have focused on 2D mammogr...
read it

Asymptotic Analysis of Sampling Estimators for Randomized Numerical Linear Algebra Algorithms
The statistical analysis of Randomized Numerical Linear Algebra (RandNLA...
read it

False Discovery Rate Control via Data Splitting
Selecting relevant features associated with a given response variable is...
read it

Butterfly factorization via randomized matrixvector multiplications
This paper presents an adaptive randomized algorithm for computing the b...
read it

Controlling False Discovery Rate Using Gaussian Mirrors
Simultaneously finding multiple influential variables and controlling th...
read it

Minimax Nonparametric Twosample Test
We consider the problem of comparing probability densities between two g...
read it

Minimax Nonparametric Parallelism Test
Testing the hypothesis of parallelism is a fundamental statistical probl...
read it

Deep SpatioTemporal Neural Networks for ClickThrough Rate Prediction
Clickthrough rate (CTR) prediction is a critical task in online adverti...
read it
Xin Xing
is this you? claim profile