Keith Rush

Improving Federated Learning Personalization via Model Agnostic Meta Learning

Yihan Jiang, Jakub Konečný, Keith Rush et al. · arXiv (Cornell University) · 2019 · 368 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +21

Adaptive Federated Optimization

Sashank J. Reddi, Zachary Charles, Manzil Zaheer et al. · arXiv (Cornell University) · 2020 · 128 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +11

Federated Reconstruction: Partially Local Federated Learning

Karan Singhal, Hakim Sidahmed, Zachary Garrett et al. · arXiv (Cornell University) · 2021 · 24 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

Does Federated Dropout actually work?

Gary Cheng, Zachary Charles, Zachary Garrett et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 2022 · 21 citations

(Nearly) Dimension Independent Private ERM with AdaGrad Rates\{via Publicly Estimated Subspaces

Peter Kairouz, Monica Ribero Diaz, Keith Rush et al. · Conference on Learning Theory · 2021 · 11 citations

Spectral Theory, Engineering, High-dimensional Method +8