@article{JMLR:v26:24-0755,
  author  = {Rajiv Sambharya and Bartolomeo Stellato},
  title   = {Data-Driven Performance Guarantees for Classical and Learned Optimizers},
  journal = {Journal of Machine Learning Research},
  year    = {2025},
  volume  = {26},
  number  = {171},
  pages   = {1--49},
  url     = {http://jmlr.org/papers/v26/24-0755.html}
}