AI4S-PPFL

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Privacy-Preserving Federated Learning for Science

The following slides contain highlights of recent scientific achievements:

Extending APPFL: Supporting Vertical, Hierarchical, and Decentralized FL for Science
GridFM: Enabling Secure, Collaborative AI for Grid
FedSpaLLM: Federated Pruning of Large Language Models

This project is supported by the U.S. Department of Energy, Office of Science, Advanced Scientific Computing Research under Contract DE-AC02-06CH11357.