@article{cheapthrillseffectiveamortizedoptimizati,
  title = {Cheap Thrills: Effective Amortized Optimization Using Inexpensive Labels},
  author = {Khai Nguyen and Petros Ellinas and Anvita Bhagavathula and Priya L. Donti},
  year = {2026},
  eprint = {2603.05495},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2603.05495},
}