LEGATO: A LayerwisE Gradient AggregaTiOn Algorithm for Mitigating Byzantine Attacks in Federated Learning
- Kamala Varma
- Yi Zhou
- et al.
- 2021
- CLOUD 2021
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32 results for Yi Zhou
DeTrust-FL: Privacy-Preserving Federated Learning in Decentralized Trust Setting
- Runhua Xu
- Nathalie Baracaldo
- et al.
- 2022
- CLOUD 2022
TIFF: Tokenized Incentive for Federated Learning
- Jingoo Han
- Ahmad Faraz Khan
- et al.
- 2022
- CLOUD 2022
Curse or Redemption? How Data Heterogeneity Affects the Robustness of Federated Learning
- Syed Zawad
- Ahsan Ali
- et al.
- 2021
- AAAI 2021
Addressing Unique Fairness Obstacles within Federated Learning
- Annie Abay
- Ebube Chuba
- et al.
- 2021
- AAAI 2021
Adaptive Histogram-based Gradient Boosted Trees For Federated Learning
- Yuya Jeremy Ong
- Yi Zhou
- et al.
- 2020
- INFORMS 2020
TiFL: A Tier-based Federated Learning System
- Zheng Chai
- Ahsan Ali
- et al.
- 2020
- HPDC 2020
A unified variance-reduced accelerated gradient method for convex optimization
- Guanghui Lan
- Zhize Li
- et al.
- 2019
- NeurIPS 2019
A hybrid approach to privacy-preserving federated learning
- Stacey Truex
- Thomas Steinke
- et al.
- 2019
- AISec/CCS 2019
Hybridalpha: An efficient approach for privacy-preserving federated learning
- Runhua Xu
- Nathalie Baracaldo
- et al.
- 2019
- AISec/CCS 2019