@article{convexoptimizationforalignmentandprefere,
  title = {Convex Optimization for Alignment and Preference Learning on a Single GPU},
  author = {Miria Feng and Mert Pilanci},
  year = {2026},
  eprint = {2605.23244},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.23244},
}