Articles

• Review of Mathematical Optimization in Federated Learning

  Shusen Yang, Fangyuan Zhao, Zihao Zhou, Liang Shi, Xuebin Ren, Zongben Xu

  207-249

  https://doi.org/10.4208/csiam-am.SO-2024-0023

  • Preview
  • Requires Subscription Full PDF

  8347 552

• $ℓ_1$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

  250-271

  https://doi.org/10.4208/csiam-am.SO-2024-0033

  • Preview
  • Requires Subscription Full PDF

  8116 514

• Understanding the Initial Condensation of Convolutional Neural Networks

  Zhangchen Zhou, Hanxu Zhou, Yuqing Li, Zhi-Qin John Xu

  272-319

  https://doi.org/10.4208/csiam-am.SO-2024-0011

  • Preview
  • Requires Subscription Full PDF

  8129 510

• Well-Posedness of the Ocean-Atmosphere Coupled Model

  Ruxu Lian, Jieqiong Ma, Jiangbo Jin, Qingcun Zeng

  320-349

  https://doi.org/10.4208/csiam-am.SO-2022-0023

  • Preview
  • Requires Subscription Full PDF

  8338 531

• A Constrained BA Algorithm for Rate-Distortion and Distortion-Rate Functions

  Lingyi Chen, Shitong Wu, Wenhao Ye, Huihui Wu, Wenyi Zhang, Hao Wu, Bo Bai

  350-379

  https://doi.org/10.4208/csiam-am.SO-2024-0002

  • Preview
  • Requires Subscription Full PDF

  8268 549

• Image Denoising via Group Sparse Representations over Local SVD and Variational Model

  Wenli Yang, Zhongyi Huang, Wei Zhu

  380-411

  https://doi.org/10.4208/csiam-am.SO-2024-0030

  • Preview
  • Requires Subscription Full PDF

  8285 536

• Numerical Analysis of Finite Dimensional Approximations in Finite Temperature DFT

  Ge Xu, Huajie Chen, Xingyu Gao

  412-434

  https://doi.org/10.4208/csiam-am.SO-2024-0015

  • Preview
  • Requires Subscription Full PDF

  8434 555