Differentially Private Learning with Adaptive Clipping

By Om Thakkar, Galen Andrew, H. Brendan McMahan. 2019

9 citations recorded by the source corpus.

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

1. Tian Li
2. Anit Kumar Sahu
3. Ameet Talwalkar
4. Virginia Smith
5. Zachary B. Charles
6. Jianyu Wang
7. Qinbin Li
8. Sai Praneeth Karimireddy

Citations in the corpus

• Federated Learning: Challenges, Methods, and Future Directions (2019, background): “These approaches have a number of hyperparameters that affect communication and accuracy that must be carefully chosen, though follow up work [113] proposes adaptive gradient clipping strategies to help alleviate this issue.”