Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach

Jundong Chen, Honglei Zhang, Chunxu Zhang +2

Federated recommendation (FR) facilitates collaborative training by aggregating local models from massive devices, enabling client-specific personalization while ensuring privacy.…