HengZhang
61b812d76f
The origin version of FederatedScope |
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| README.md | ||
README.md
Federated Hyperparameter Optimization
2022
Coming soon!
2021
| Title | Venue | Link |
|---|---|---|
| Federated Hyperparameter Tuning: Challenges, Baselines, and Connections to Weight-Sharing | NeurIPS | pdf, code |
| FLoRA: Single-shot Hyper-parameter Optimization for Federated Learning | NeurIPS workshop | |
| FedTune: Automatic Tuning of Federated Learning Hyper-Parameters from System Perspective | Arxiv |
2020
| Title | Venue | Link |
|---|---|---|
| Federated Bayesian Optimization via Thompson Sampling | NeurIPS |
2019
| Title | Venue | Link |
|---|---|---|
| Learning Rate Adaptation for Differentially Private Learning | AISTATS | |
| Robust Federated Learning Through Representation Matching and Adaptive Hyper-parameters | Arxiv |