DynImpt: A Dynamic Data Selection Method for Improving Model Training Efficiency

Wei Huang, Yunxiao Zhang, Shangmin Guo, Yu-Ming Shang, Xiangling Fu. DynImpt: A Dynamic Data Selection Method for Improving Model Training Efficiency. IEEE Trans. Knowl. Data Eng., 37(1):239-252, January 2025. [doi]

@article{HuangZGSF25,
  title = {DynImpt: A Dynamic Data Selection Method for Improving Model Training Efficiency},
  author = {Wei Huang and Yunxiao Zhang and Shangmin Guo and Yu-Ming Shang and Xiangling Fu},
  year = {2025},
  month = {January},
  doi = {10.1109/TKDE.2024.3482466},
  url = {https://doi.org/10.1109/TKDE.2024.3482466},
  researchr = {https://researchr.org/publication/HuangZGSF25},
  cites = {0},
  citedby = {0},
  journal = {IEEE Trans. Knowl. Data Eng.},
  volume = {37},
  number = {1},
  pages = {239-252},
}