@misc{xie2025objectivevaluechangeshapebased,
      title={Objective Value Change and Shape-Based Accelerated Optimization for the Neural Network Approximation}, 
      author={Pengcheng Xie and Zihao Zhou and Zijian Zhou},
      year={2025},
      eprint={2508.20290},
      archivePrefix={arXiv},
      primaryClass={cs.LG},
      url={https://arxiv.org/abs/2508.20290}, 
}

{"_id":"bCY7LDkJtWEY3jTCW","bibbaseid":"xie-zhou-zhou-objectivevaluechangeandshapebasedacceleratedoptimizationfortheneuralnetworkapproximation-2025","author_short":["Xie, P.","Zhou, Z.","Zhou, Z."],"bibdata":{"bibtype":"misc","type":"misc","title":"Objective Value Change and Shape-Based Accelerated Optimization for the Neural Network Approximation","author":[{"firstnames":["Pengcheng"],"propositions":[],"lastnames":["Xie"],"suffixes":[]},{"firstnames":["Zihao"],"propositions":[],"lastnames":["Zhou"],"suffixes":[]},{"firstnames":["Zijian"],"propositions":[],"lastnames":["Zhou"],"suffixes":[]}],"year":"2025","eprint":"2508.20290","archiveprefix":"arXiv","primaryclass":"cs.LG","url":"https://arxiv.org/abs/2508.20290","bibtex":"@misc{xie2025objectivevaluechangeshapebased,\n title={Objective Value Change and Shape-Based Accelerated Optimization for the Neural Network Approximation}, \n author={Pengcheng Xie and Zihao Zhou and Zijian Zhou},\n year={2025},\n eprint={2508.20290},\n archivePrefix={arXiv},\n primaryClass={cs.LG},\n url={https://arxiv.org/abs/2508.20290}, \n}\n\n\n\n\n","author_short":["Xie, P.","Zhou, Z.","Zhou, Z."],"key":"xie2025objectivevaluechangeshapebased","id":"xie2025objectivevaluechangeshapebased","bibbaseid":"xie-zhou-zhou-objectivevaluechangeandshapebasedacceleratedoptimizationfortheneuralnetworkapproximation-2025","role":"author","urls":{"Paper":"https://arxiv.org/abs/2508.20290"},"metadata":{"authorlinks":{}},"downloads":1,"html":""},"bibtype":"misc","biburl":"https://pxie98.github.io/xpcpublication.bib","dataSources":["MDXYzDiXnZHWF2wpy"],"keywords":[],"search_terms":["objective","value","change","shape","based","accelerated","optimization","neural","network","approximation","xie","zhou","zhou"],"title":"Objective Value Change and Shape-Based Accelerated Optimization for the Neural Network Approximation","year":2025,"downloads":1}