Guohui Song

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 20

Top Topics

Learning Models

Image Reconstruction

Bayesian Learning

Sparsely Sampled

Top Venues

J. Sci. Comput.

SIAM/ASA J. Uncertain. Quantification

SIAM J. Numer. Anal.

Publications

Feng Yu, Lixin Shen, Guohui Song
Hyperparameter Estimation for Sparse Bayesian Learning Models. CoRR (2024)
Feng Yu, Lixin Shen, Guohui Song
Hyperparameter Estimation for Sparse Bayesian Learning Models. SIAM/ASA J. Uncertain. Quantification 12 (3) (2024)
Yao Xiao, Anne Gelb, Guohui Song
Sequential Edge Detection Using Joint Hierarchical Bayesian Learning. J. Sci. Comput. 96 (3) (2023)
Yao Xiao, Anne Gelb, Guohui Song
Sequential edge detection using joint hierarchical Bayesian learning. CoRR (2023)
Obed Domson, Jose J. Padilla, Guohui Song, Erika Frydenlund
A Bayesian Approach of Predicting the Movement of Internally Displaced Persons. SBP-BRiMS (2023)
Jan Glaubitz, Anne Gelb, Guohui Song
Generalized Sparse Bayesian Learning and Application to Image Reconstruction. SIAM/ASA J. Uncertain. Quantification 11 (1) (2023)
Yao Xiao, Jan Glaubitz, Anne Gelb, Guohui Song
Sequential Image Recovery from Noisy and Under-Sampled Fourier Data. J. Sci. Comput. 91 (3) (2022)
Jan Glaubitz, Anne Gelb, Guohui Song
Generalized sparse Bayesian learning and application to image reconstruction. CoRR (2022)
Yao Xiao, Jan Glaubitz, Anne Gelb, Guohui Song
Sequential image recovery from noisy and under-sampled Fourier data. CoRR (2022)
Junsheng Yang, Guohui Song
Design and Implementation of Virtual Experiment on Character Encoding. ICEIT (2021)
Rongrong Lin, Guohui Song, Haizhang Zhang
Multi-task Learning in vector-valued reproducing kernel Banach spaces with the ℓ1 norm. J. Complex. 63 (2021)
Nazar Emirov, Guohui Song, Qiyu Sun
A Divide-and-Conquer Algorithm for Distributed Optimization on Networks. CoRR (2021)
Guohui Song, Yongbin Wang
A Hybrid Model for Medical Paper Summarization Based on COVID-19 Open Research Dataset. CSAI (2020)
Guohui Song, Gabe Tucker, Congzhi Xia
Admissible Concentration Factors for Edge Detection from Non-uniform Fourier Data. J. Sci. Comput. 85 (1) (2020)
Ben Adcock, Anne Gelb, Guohui Song, Yi Sui
Joint Sparse Recovery Based on Variances. SIAM J. Sci. Comput. 41 (1) (2019)
Zheng Li, Guohui Song, Yuesheng Xu
A Two-Step Fixed-Point Proximity Algorithm for a Class of Non-differentiable Optimization Models in Machine Learning. J. Sci. Comput. 81 (2) (2019)
Anne Gelb, Guohui Song
Detecting Edges from Non-uniform Fourier Data Using Fourier Frames. J. Sci. Comput. 71 (2) (2017)
Weihong Guo, Guohui Song, Yue Zhang
PCM-TV-TFV: A Novel Two Stage Framework for Image Reconstruction from Fourier Data. CoRR (2017)
Weihong Guo, Guohui Song, Yue Zhang
PCM-TV-TFV: A Novel Two-Stage Framework for Image Reconstruction from Fourier Data. SIAM J. Imaging Sci. 10 (4) (2017)
Guohui Song, Jacqueline Davis, Anne Gelb
A High-Dimensional Inverse Frame Operator Approximation Technique. SIAM J. Numer. Anal. 54 (4) (2016)
Anne Gelb, Guohui Song
A Frame Theoretic Approach to the Nonuniform Fast Fourier Transform. SIAM J. Numer. Anal. 52 (3) (2014)
Guohui Song, Shutao Sun, Wen Fan
Applying User Interest on Item-based Recommender System. CSO (2012)
Guohui Song, John Riddle, Gregory E. Fasshauer, Fred J. Hickernell
Multivariate interpolation with increasingly flat radial basis functions of finite smoothness. Adv. Comput. Math. 36 (3) (2012)
Guohui Song, Haizhang Zhang, Fred J. Hickernell
Reproducing Kernel Banach Spaces with the l1 Norm CoRR (2011)
Guohui Song, Haizhang Zhang
Reproducing Kernel Banach Spaces with the l1 Norm II: Error Analysis for Regularized Least Square Regression CoRR (2011)
Guohui Song, Haizhang Zhang
Norm II: Error Analysis for Regularized Least Square Regression. Neural Comput. 23 (10) (2011)
Wen Fan, Shutao Sun, Guohui Song
Probability adjustment Naïve Bayes algorithm based on nondomain-specific sentiment and evaluation word for domain-transfer sentiment analysis. FSKD (2011)
Guohui Song, Yuesheng Xu
Approximation of high-dimensional kernel matrices by multilevel circulant matrices. J. Complex. 26 (4) (2010)