@article{smallstepsnomoreglobalconvergenceof,
  title = {Small steps no more: Global convergence of stochastic gradient bandits for arbitrary learning rates},
  author = {Jincheng Mei and Bo Dai and Alekh Agarwal and Sharan Vaswani and Anant Raj and Csaba Szepesvari and Dale Schuurmans},
  year = {2025},
  eprint = {2502.07141},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2502.07141v1},
}