NIRo: A Metric to capture non-iid robustness for Federated Learning Algorithms.
Anupam GuptaPabitra MitraPublished in: Tiny Papers @ ICLR (2024)
Keyphrases
- learning algorithm
- machine learning algorithms
- metric learning
- training data
- machine learning
- learning tasks
- metric space
- learning problems
- supervised learning
- active learning
- digital libraries
- similarity metric
- distance metric
- distributed systems
- learning models
- evaluation metrics
- learning scheme
- efficient learning
- computational efficiency
- batch mode
- high robustness