aistats.md

2021

1. Convergence and Accuracy Trade-Offs in Federated Learning and Meta-Learning
2. Free-rider Attacks on Model Aggregation in Federated Learning
3. Shuffled Model of Differential Privacy in Federated Learning
4. Federated Learning with Compression: Unified Analysis and Sharp Guarantees
5. Towards Flexible Device Participation in Federated Learning
6. Federated Multi-armed Bandits with Personalization

2020

1. How To Backdoor Federated Learning
2. FedPAQ: A Communication-Efficient Federated Learning Method with Periodic Averaging and Quantization
3. Federated Heavy Hitters Discovery with Differential Privacy