@article{polcastochasticgenerativeoptimizationwit,
  title = {POLCA: Stochastic Generative Optimization with LLM},
  author = {Xuanfei Ren and Allen Nie and Tengyang Xie and Ching-An Cheng},
  year = {2026},
  eprint = {2603.14769},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2603.14769},
}