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  • National University of Singapore

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  1. Xtra-Computing/FedSim Xtra-Computing/FedSimPublic

    A coupled vertical federated learning framework that boosts the model performance with record similarities (NeurIPS 2022)

    Python 24 5

  2. Xtra-Computing/DeltaBoost Xtra-Computing/DeltaBoostPublic

    GBDT-based model with efficient unlearning (SIGMOD 2023)

    C++ 4 2

  3. Xtra-Computing/VertiBench Xtra-Computing/VertiBenchPublic

    Feature partitioner by imbalance or correlation (ICLR 2024)

    Jupyter Notebook 14 1

  4. FedOnce FedOncePublic

    Practical Vertical Federated Learning with Unsupervised Representation Learning (TBD 2022)

    Python 20 1

  5. FedTree FedTreePublic

    Forked fromXtra-Computing/FedTree

    A tree-based federated learning system

    C++