@article{datafreeclientcontributionestimationvial,
  title = {Data-Free Client Contribution Estimation via Logit Maximization for Federated Learning},
  author = {Asim Ukaye and Nurbek Tastan and Mubarak Abdu-Aguye and Karthik Nandakumar},
  year = {2026},
  eprint = {2605.18892},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.18892},
}