Guohui Song

According to our database, Guohui Song authored at least 24 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Hyperparameter Estimation for Sparse Bayesian Learning Models.

Feng Yu, Lixin Shen, Guohui Song

CoRR, 2024

2023

Sequential Edge Detection Using Joint Hierarchical Bayesian Learning.

Yao Xiao, Anne Gelb, Guohui Song

J. Sci. Comput., September, 2023

Generalized Sparse Bayesian Learning and Application to Image Reconstruction.

Jan Glaubitz, Anne Gelb, Guohui Song

SIAM/ASA J. Uncertain. Quantification, March, 2023

A Bayesian Approach of Predicting the Movement of Internally Displaced Persons.

Obed Domson, Jose J. Padilla, Guohui Song, Erika Frydenlund

Proceedings of the Social, Cultural, and Behavioral Modeling, 2023

2022

Sequential Image Recovery from Noisy and Under-Sampled Fourier Data.

Yao Xiao, Jan Glaubitz, Anne Gelb, Guohui Song

J. Sci. Comput., 2022

2021

Multi-task Learning in vector-valued reproducing kernel Banach spaces with the ℓ1 norm.

Rongrong Lin, Guohui Song, Haizhang Zhang

J. Complex., 2021

A Divide-and-Conquer Algorithm for Distributed Optimization on Networks.

Nazar Emirov, Guohui Song, Qiyu Sun

CoRR, 2021

Design and Implementation of Virtual Experiment on Character Encoding.

Junsheng Yang, Guohui Song

Proceedings of the 10th International Conference on Educational and Information Technology, 2021

2020

Admissible Concentration Factors for Edge Detection from Non-uniform Fourier Data.

Guohui Song, Gabe Tucker, Congzhi Xia

J. Sci. Comput., 2020

A Hybrid Model for Medical Paper Summarization Based on COVID-19 Open Research Dataset.

Guohui Song, Yongbin Wang

Proceedings of the CSAI 2020: 2020 4th International Conference on Computer Science and Artificial Intelligence, 2020

2019

Joint Sparse Recovery Based on Variances.

Ben Adcock, Anne Gelb, Guohui Song, Yi Sui

SIAM J. Sci. Comput., 2019

A Two-Step Fixed-Point Proximity Algorithm for a Class of Non-differentiable Optimization Models in Machine Learning.

Zheng Li, Guohui Song, Yuesheng Xu

J. Sci. Comput., 2019

2017

PCM-TV-TFV: A Novel Two-Stage Framework for Image Reconstruction from Fourier Data.

Weihong Guo, Guohui Song, Yue Zhang

SIAM J. Imaging Sci., 2017

Detecting Edges from Non-uniform Fourier Data Using Fourier Frames.

Anne Gelb, Guohui Song

J. Sci. Comput., 2017

PCM-TV-TFV: A Novel Two Stage Framework for Image Reconstruction from Fourier Data.

Weihong Guo, Guohui Song, Yue Zhang

CoRR, 2017

2016

A High-Dimensional Inverse Frame Operator Approximation Technique.

Guohui Song, Jacqueline Davis, Anne Gelb

SIAM J. Numer. Anal., 2016

2014

A Frame Theoretic Approach to the Nonuniform Fast Fourier Transform.

Anne Gelb, Guohui Song

SIAM J. Numer. Anal., 2014

2012

Multivariate interpolation with increasingly flat radial basis functions of finite smoothness.

Guohui Song, John Riddle, Gregory E. Fasshauer, Fred J. Hickernell

Adv. Comput. Math., 2012

Applying User Interest on Item-based Recommender System.

Guohui Song, Shutao Sun, Wen Fan

Proceedings of the Fifth International Joint Conference on Computational Sciences and Optimization, 2012

2011

Reproducing Kernel Banach Spaces with the ℓ¹ Norm II: Error Analysis for Regularized Least Square Regression.

Guohui Song, Haizhang Zhang

Neural Comput., 2011

Reproducing Kernel Banach Spaces with the l1 Norm II: Error Analysis for Regularized Least Square Regression

Guohui Song, Haizhang Zhang

CoRR, 2011

Reproducing Kernel Banach Spaces with the l1 Norm

Guohui Song, Haizhang Zhang, Fred J. Hickernell

CoRR, 2011

Probability adjustment Naïve Bayes algorithm based on nondomain-specific sentiment and evaluation word for domain-transfer sentiment analysis.

Wen Fan, Shutao Sun, Guohui Song

Proceedings of the Eighth International Conference on Fuzzy Systems and Knowledge Discovery, 2011

2010

Approximation of high-dimensional kernel matrices by multilevel circulant matrices.

Guohui Song, Yuesheng Xu

J. Complex., 2010