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Paper: UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration

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Unitrans

Paper: UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration

1. Overview

2. Install

conda install --file requirements.txt

3. Preprocess

python preprocess.py --dataset mimic --type intra

3. Run

python main.py --dataset mimic --type intra --frl FedSVD --lkt AE --task_model xgboost

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Paper: UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration

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