Merge pull request #146 from SMILELab-FL/docs

Docs

Author: dunzeng

docs/imgs/data-partition/cifar10_balance_dir_alpha_0.3_100clients.png

@@ -27,3 +27,26 @@ @article{lin2017deep
   journal={arXiv preprint arXiv:1712.01887},
   year={2017}
 }
+
+@inproceedings{acar2020federated,
+  title={Federated learning based on dynamic regularization},
+  author={Acar, Durmus Alp Emre and Zhao, Yue and Matas, Ramon and Mattina, Matthew and Whatmough, Paul and Saligrama, Venkatesh},
+  booktitle={International Conference on Learning Representations},
+  year={2020}
+}
+
+@inproceedings{yurochkin2019bayesian,
+  title={Bayesian nonparametric federated learning of neural networks},
+  author={Yurochkin, Mikhail and Agarwal, Mayank and Ghosh, Soumya and Greenewald, Kristjan and Hoang, Nghia and Khazaeni, Yasaman},
+  booktitle={International Conference on Machine Learning},
+  pages={7252--7261},
+  year={2019},
+  organization={PMLR}
+}
+
+@article{wang2020federated,
+  title={Federated learning with matched averaging},
+  author={Wang, Hongyi and Yurochkin, Mikhail and Sun, Yuekai and Papailiopoulos, Dimitris and Khazaeni, Yasaman},
+  journal={arXiv preprint arXiv:2002.06440},
+  year={2020}
+}