@article{renewablelassowithoutbatchnumberconstrai,
  title = {Renewable Lasso without Batch-Number Constraints: A Gradient-Enhanced Approach},
  author = {Junzhuo Gao and Ling Peng and Xu Guo and Heng Lian},
  year = {2026},
  eprint = {2606.11738},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.11738},
}