@article{rethinkingadamfortimeseriesforecastingas,
  title = {Rethinking Adam for Time Series Forecasting: A Simple Heuristic to Improve Optimization under Distribution Shifts},
  author = {Yuze Dong and Jinsong Wu},
  year = {2026},
  eprint = {2603.10095},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2603.10095},
}