ZooPFL: Exploring Black-Box Foundation Models for Personalized Federated Learning

Keyphrases

• Black Box 100%
• Foundation Models 100%
• Federated Learning 100%
• Personalization 60%
• Computation Cost 40%
• Personalized Federated Learning 40%
• Zeroth-order Optimization 40%
• Popular 20%
• Data Communication 20%
• Processing Task 20%
• Computer Vision 20%
• Linear Projection 20%
• Limited Resources 20%
• Remapping 20%
• Communication Cost 20%
• Natural Language Processing 20%
• Data Computation 20%
• Distribution Shift 20%
• Vision-language 20%
• Autoencoder 20%
• Data Cost 20%
• Massive Foundation 20%

Computer Science

• Federated Learning 100%
• Computation Cost 50%
• Natural Language Processing 25%
• Communication Cost 25%
• Processing Task 25%
• Computer Vision 25%

Psychology

• Black Box 100%
• Computer Vision 50%