Improved Linear Convergence of Training CNNs With Generalizability Guarantees: A One-Hidden-Layer Case

Shuai Zhang 0015, Meng Wang 0003, Jinjun Xiong, Sijia Liu 0001, Pin-Yu Chen. Improved Linear Convergence of Training CNNs With Generalizability Guarantees: A One-Hidden-Layer Case. IEEE Transactions on Neural Networks, 32(6):2622-2635, 2021. [doi]

@article{ZhangWXLC21,
  title = {Improved Linear Convergence of Training CNNs With Generalizability Guarantees: A One-Hidden-Layer Case},
  author = {Shuai Zhang 0015 and Meng Wang 0003 and Jinjun Xiong and Sijia Liu 0001 and Pin-Yu Chen},
  year = {2021},
  doi = {10.1109/TNNLS.2020.3007399},
  url = {https://doi.org/10.1109/TNNLS.2020.3007399},
  researchr = {https://researchr.org/publication/ZhangWXLC21},
  cites = {0},
  citedby = {0},
  journal = {IEEE Transactions on Neural Networks},
  volume = {32},
  number = {6},
  pages = {2622-2635},
}