A naukri.com initiative
Arxiv
1w
125
Image Credit: Arxiv
Covariances for Free: Exploiting Mean Distributions for Federated Learning with Pre-Trained Models
- This research proposes a training-free method for federated learning with pre-trained models.
- The method utilizes an unbiased estimator of class covariance matrices.
- It only requires the communication of class means, reducing communication costs.
- The approach improves performance by 4-26% compared to existing methods with the same communication cost.
Read Full Article
7 Likes
For uninterrupted reading, download the app