Daniel J. Beutel

Flower: A Friendly Federated Learning Research Framework

Daniel J. Beutel, Taner Topal, Akhil Mathur et al. · arXiv (Cornell University) · 2020 · 107 citations · Full text

Cluster Computing, Heterogeneous Computing, Engineering +18

Federated benchmarking of medical artificial intelligence with MedPerf

Alexandros Karargyris, Renato Umeton, Micah Sheller et al. · Nature Machine Intelligence · 2023 · 106 citations · Full text

FLOWER: A FRIENDLY FEDERATED LEARNING FRAMEWORK

Daniel J. Beutel, Taner Topal, Akhil Mathur et al. · HAL (Le Centre pour la Communication Scientifique Directe) · 2022 · 57 citations · Full text

Secure aggregation for federated learning in flower

Kwing Hei Li, Pedro Porto Buarque de Gusmão, Daniel J. Beutel et al. · 2021 · 39 citations · Full text

Engineering, Machine Learning, Information Security +16

End-to-End Speech Recognition from Federated Acoustic Models

Yan Gao, Titouan Parcollet, Salah Zaiem et al. · ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) · 2022 · 34 citations

Asr Model, Speech Sciences, Machine Learning +22