A hands-on tutorial applying federated learning to chemical engineering datasets, reporting that federated training roughly matches centralized accuracy on pill, multimodal DNA/MRI, and HIV drug discovery tasks.
Fully homomorphic encryption using ideal lattices
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2024 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Federated Learning in Chemical Engineering: A Tutorial on a Framework for Privacy-Preserving Collaboration Across Distributed Data Sources
A hands-on tutorial applying federated learning to chemical engineering datasets, reporting that federated training roughly matches centralized accuracy on pill, multimodal DNA/MRI, and HIV drug discovery tasks.