16 citations · 20 across the 4 of their papers we have counts for
4 papers
Global Adaptive Generative Adjustment
Bin Wang, Xiaofei Wang, Jianhua Guo
Many traditional signal recovery approaches can behave well basing on the penalized likelihood. However, they have to meet with the difficulty in the selection of hyperparameters o…
Bayesian Change Point Analysis of Linear Models on Graphs
Xiaofei Wang, John W. Emerson
Consider observations on nodes of a connected graph, where the independently come from distributions and an unknown partition divides the ob…
On Accelerating the Regularized Alternating Least Square Algorithm for Tensors
Xiaofei Wang, Carmeliza Navasca, Stefan Kindermann
In this paper, we discuss the acceleration of the regularized alternating least square (RALS) algorithm for tensor approximation. We propose a fast iterative method using a Aitken-…
Low Rank Approximation of Tensors via Sparse Optimization
Xiaofei Wang, Carmeliza Navasca
The goal of this paper is to find a low-rank approximation for a given tensor. Specifically, we give a computable strategy on calculating the rank of a given tensor, based on appro…