Federated Learning of User Verification Models Without Sharing Embeddings

Hossein Hosseini, Hyunsin Park, Sungrack Yun, Christos Louizos, Joseph Soriaga, Max Welling. Federated Learning of User Verification Models Without Sharing Embeddings. In Marina Meila, Tong Zhang 0001, editors, Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event. Volume 139 of Proceedings of Machine Learning Research, pages 4328-4336, PMLR, 2021. [doi]

@inproceedings{HosseiniPYLSW21,
  title = {Federated Learning of User Verification Models Without Sharing Embeddings},
  author = {Hossein Hosseini and Hyunsin Park and Sungrack Yun and Christos Louizos and Joseph Soriaga and Max Welling},
  year = {2021},
  url = {http://proceedings.mlr.press/v139/hosseini21a.html},
  researchr = {https://researchr.org/publication/HosseiniPYLSW21},
  cites = {0},
  citedby = {0},
  pages = {4328-4336},
  booktitle = {Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event},
  editor = {Marina Meila and Tong Zhang 0001},
  volume = {139},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}