Hewlett Packard Enterprise; Carnegie Mellon University; Carnegie Mellon University & Hewlett Packard Enterprise
Mikhail Khodak, Renbo Tu, Tian Li, Liam Li, Maria-Florina Balcan, Virginia Smith, Ameet Talwalkar
federated learning;hyperparameter optimization;meta-learning;personalization
Federated Hyperparameter Tuning: Challenges, Baselines, and Connections to Weight-Sharing