@misc{xie-zhou-zhou-2025-shape-based-optimization,
  author        = {Pengcheng Xie and Zihao Zhou and Zijian Zhou},
  title         = {Objective Value Change and Shape-Based Accelerated Optimization for Neural Network Approximation},
  year          = {2025},
  eprint        = {2508.20290},
  archivePrefix = {arXiv},
  primaryClass  = {cs.LG},
  url           = {https://arxiv.org/abs/2508.20290},
  keywords      = {machine learning, optimization}
}

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