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• Identification of Corrupted Data via $k$-Means Clustering for Function Approximation

  Jun Hou, Yeonjong Shin, Dongbin Xiu

  2021-02-26

  40864 4131 Pages:81-107

• $ℓ_1$DecNet+: A New Architecture Framework by $ℓ_1$ Decomposition and Iteration Unfolding for Sparse Feature Segmentation

  Yumeng Ren, Yiming Gao, Xue-Cheng Tai, Chunlin Wu

  2025-05-29

  8639 602 Pages:250-271

• A Multi-Frequency Sampling Method for the Inverse Source Problems with Sparse Measurements

  Xiaodong Liu, Shixu Meng

  2023-10-26

  29629 2681 Pages:653-671

• Super-Resolution Inversion of Non-Stationary Seismic Traces

  Jinghuai Gao, Hongling Chen, Lingling Wang, Bing Zhang

  2021-02-26

  40917 4269 Pages:131-161

• Enhanced Expressive Power and Fast Training of Neural Networks by Random Projections

  Jian-Feng Cai, Dong Li, Jiaze Sun, Ke Wang

  2021-08-31

  41145 3511 Pages:532-550

• Two Modified Schemes for the Primal Dual Fixed Point Method

  Ya-Nan Zhu, Xiaoqun Zhang

  2021-02-26

  41523 4410 Pages:108-130

• Multitask Kernel-Learning Parameter Prediction Method for Solving Time-Dependent Linear Systems

  Kai Jiang, Juan Zhang, Qi Zhou

  2023-10-26

  29798 2644 Pages:672-695