@article{hedgingonthefrontierlearningnewtaskswith,
  title = {Hedging on the Frontier: Learning New Tasks with Few Samples},
  author = {Tobias Wegel and Federico Di Gennaro and Geelon So and Fanny Yang},
  year = {2026},
  eprint = {2605.30997},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.30997},
}