IEEE

MIRA: A Method of Federated Multi-Task Learning for Large Language Models

Abstract: In this letter, we introduce a method for fine-tuning Large Language Models (LLMs), inspired by Multi-Task learning in a federated manner. Our approach leverages the structure of each client ...
IEEE

Evaluation Metrics and Methods for Generative Models in the Wireless PHY Layer

Abstract: Generative models are typically evaluated by direct inspection of their generated samples, e.g., by visual inspection in the case of images. Further evaluation metrics like the Fréchet ...