Improve Certified Training with Signal-to-Noise Ratio Loss to Decrease Neuron Variance and Increase Neuron Stability

Tianhao Wei, Ziwei Wang, Peizhi Niu, Abulikemu Abuduweili, Weiye Zhao, Casidhe Hutchison, Eric M. Sample, Changliu Liu. Improve Certified Training with Signal-to-Noise Ratio Loss to Decrease Neuron Variance and Increase Neuron Stability. Trans. Mach. Learn. Res., 2024, 2024. [doi]

@article{WeiWNAZHSL24,
  title = {Improve Certified Training with Signal-to-Noise Ratio Loss to Decrease Neuron Variance and Increase Neuron Stability},
  author = {Tianhao Wei and Ziwei Wang and Peizhi Niu and Abulikemu Abuduweili and Weiye Zhao and Casidhe Hutchison and Eric M. Sample and Changliu Liu},
  year = {2024},
  url = {https://openreview.net/forum?id=iV0jktFZ5Y},
  researchr = {https://researchr.org/publication/WeiWNAZHSL24},
  cites = {0},
  citedby = {0},
  journal = {Trans. Mach. Learn. Res.},
  volume = {2024},
}