Tag: federated learning
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Federated Pretraining for Multimodal Large Language Models
Discover Fed-CMP, a novel federated pretraining method enhancing multimodal large language models while preserving data privacy and improving performance.
CARGO: Carbon-Aware Gossip for Smart Shipping AI
Discover CARGO, a carbon-aware gossip framework optimizing communication and AI in smart shipping for sustainable, reliable maritime operations.
Smart Machine Learning for Low-Resource Settings
Explore innovative smart machine learning solutions designed for low-resource settings with limited data and infrastructure.
FedPBS: Robust Federated Learning for Non-IID Data
Discover FedPBS, a federated learning model enhancing personalized training and stability for non-IID data with dynamic batch sizing and proximal correctio...
PoiCGAN: Targeted Poisoning Attack in Federated Learning
Discover PoiCGAN, a novel targeted poisoning attack using feature-label perturbation in federated learning, achieving high success with minimal accuracy lo...