Entropy-aided prompt Federated learning
Keywords: federated learning, prompt
TL;DR: Entropy-aided prompt Federated learning
Abstract: To overcome the impact of low-quality prompts on the training effect of prompt-Fl, we introduce the information entropy method to calculate the probability distribution of the model output to guide the local client to generate higher-quality prompts. Experimental results show that our method performs well on multiple datasets in both IID and non-IID settings. In addition, our method also leads significantly in training time, showing its efficiency in practical applications.
Submission Number: 21
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