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  1. Learning-to-Reweight-Examples-for-Robust-Deep-Learning-with-PyTorch-Higher Learning-to-Reweight-Examples-for-Robust-Deep-Learning-with-PyTorch-Higher Public

    An implementation of the paper "Learning to Reweight Examples for Robust Deep Learning" from ICML 2018 with PyTorch and Higher.

    Jupyter Notebook 27 4

  2. Defending-Against-Backdoors-with-Robust-Learning-Rate Defending-Against-Backdoors-with-Robust-Learning-Rate Public

    The code of AAAI-21 paper titled "Defending against Backdoors in Federated Learning with Robust Learning Rate".

    Python 30 24

  3. Fairness-Robustness-in-FedLearning Fairness-Robustness-in-FedLearning Public

    Code of TPS-ISA 2021 paper titled "The Impact of Data Distribution on Fairness and Robustness in Federated Learning"

    Python 3 1

  4. BiFair BiFair Public

    Code of ICLR SRML paper titled "Fair Machine Learning under Limited Demographically Labeled Data"

    Python 3 1

  5. RelaxLoss RelaxLoss Public

    An implementation of ICLR 22 paper "RelaxLoss: Defending Membership Inference Attacks without Losing Utility" in PyTorch

    Python

  6. controlling-llm-memorization controlling-llm-memorization Public

    Forked from amazon-science/controlling-llm-memorization

    Code of ACL 23 paper titled "Controlling the Extraction of Memorized Data from Large Language Models"

    Python 1