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2020 – today
- 2024
[j17]Feng Yu, Lixin Shen, Guohui Song:
Hyperparameter Estimation for Sparse Bayesian Learning Models. SIAM/ASA J. Uncertain. Quantification 12(3): 759-787 (2024)- [j16]Guohui Song
, Yongbin Wang, Xiaosen Chen, Hongbin Hu, Fan Liu:
Evaluating User Engagement in Online News: A Deep Learning Approach Based on Attractiveness and Multiple Features. Syst. 12(8): 274 (2024) - [j15]Hongbin Hu, Yongbin Wang, Guohui Song:
Research on Convergence Media Ecological Model Based on Blockchain. Syst. 12(9): 381 (2024) - [i8]Feng Yu, Lixin Shen, Guohui Song:
Hyperparameter Estimation for Sparse Bayesian Learning Models. CoRR abs/2401.02544 (2024) - 2023
- [j14]Yao Xiao, Anne Gelb, Guohui Song:
Sequential Edge Detection Using Joint Hierarchical Bayesian Learning. J. Sci. Comput. 96(3): 80 (2023) - [j13]Jan Glaubitz, Anne Gelb, Guohui Song:
Generalized Sparse Bayesian Learning and Application to Image Reconstruction. SIAM/ASA J. Uncertain. Quantification 11(1): 262-284 (2023) - [c5]Obed Domson, Jose J. Padilla, Guohui Song, Erika Frydenlund:
A Bayesian Approach of Predicting the Movement of Internally Displaced Persons. SBP-BRiMS 2023: 241-250 - [i7]Yao Xiao, Anne Gelb, Guohui Song:
Sequential edge detection using joint hierarchical Bayesian learning. CoRR abs/2302.14247 (2023) - 2022
- [j12]Yao Xiao, Jan Glaubitz, Anne Gelb, Guohui Song:
Sequential Image Recovery from Noisy and Under-Sampled Fourier Data. J. Sci. Comput. 91(3): 79 (2022) - [i6]Jan Glaubitz, Anne Gelb, Guohui Song:
Generalized sparse Bayesian learning and application to image reconstruction. CoRR abs/2201.07061 (2022) - [i5]Yao Xiao, Jan Glaubitz, Anne Gelb, Guohui Song:
Sequential image recovery from noisy and under-sampled Fourier data. CoRR abs/2203.14746 (2022) - 2021
- [j11]Rongrong Lin, Guohui Song, Haizhang Zhang:
Multi-task Learning in vector-valued reproducing kernel Banach spaces with the ℓ1 norm. J. Complex. 63: 101514 (2021) - [c4]Junsheng Yang, Guohui Song:
Design and Implementation of Virtual Experiment on Character Encoding. ICEIT 2021: 34-38 - [i4]Nazar Emirov, Guohui Song, Qiyu Sun:
A Divide-and-Conquer Algorithm for Distributed Optimization on Networks. CoRR abs/2112.02197 (2021) - 2020
- [j10]Guohui Song, Gabe Tucker, Congzhi Xia:
Admissible Concentration Factors for Edge Detection from Non-uniform Fourier Data. J. Sci. Comput. 85(1): 3 (2020) - [c3]Guohui Song, Yongbin Wang:
A Hybrid Model for Medical Paper Summarization Based on COVID-19 Open Research Dataset. CSAI 2020: 52-56
2010 – 2019
- 2019
- [j9]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): 923-940 (2019) - [j8]Ben Adcock, Anne Gelb, Guohui Song, Yi Sui:
Joint Sparse Recovery Based on Variances. SIAM J. Sci. Comput. 41(1): A246-A268 (2019) - 2017
- [j7]Anne Gelb, Guohui Song:
Detecting Edges from Non-uniform Fourier Data Using Fourier Frames. J. Sci. Comput. 71(2): 737-758 (2017) - [j6]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): 2250-2274 (2017) - [i3]Weihong Guo, Guohui Song, Yue Zhang:
PCM-TV-TFV: A Novel Two Stage Framework for Image Reconstruction from Fourier Data. CoRR abs/1705.10784 (2017) - 2016
- [j5]Guohui Song, Jacqueline Davis, Anne Gelb:
A High-Dimensional Inverse Frame Operator Approximation Technique. SIAM J. Numer. Anal. 54(4): 2282-2301 (2016) - 2014
- [j4]Anne Gelb, Guohui Song:
A Frame Theoretic Approach to the Nonuniform Fast Fourier Transform. SIAM J. Numer. Anal. 52(3): 1222-1242 (2014) - 2012
- [j3]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): 485-501 (2012) - [c2]Guohui Song, Shutao Sun, Wen Fan:
Applying User Interest on Item-based Recommender System. CSO 2012: 635-638 - 2011
- [j2]Guohui Song, Haizhang Zhang:
Reproducing Kernel Banach Spaces with the ℓ1 Norm II: Error Analysis for Regularized Least Square Regression. Neural Comput. 23(10): 2713-2729 (2011) - [c1]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: 1043-1046 - [i2]Guohui Song, Haizhang Zhang, Fred J. Hickernell:
Reproducing Kernel Banach Spaces with the l1 Norm. CoRR abs/1101.4388 (2011) - [i1]Guohui Song, Haizhang Zhang:
Reproducing Kernel Banach Spaces with the l1 Norm II: Error Analysis for Regularized Least Square Regression. CoRR abs/1101.4439 (2011) - 2010
- [j1]Guohui Song, Yuesheng Xu:
Approximation of high-dimensional kernel matrices by multilevel circulant matrices. J. Complex. 26(4): 375-405 (2010)
Coauthor Index
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