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BerivanIsik (Berivan Isik) · GitHub

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  1. SuRP SuRP Public

    Implementation of the SuRP algorithm by the authors of the AISTATS 2022 paper "An Information-Theoretic Justification for Model Pruning".

    Python 12

  2. sparse-random-networks sparse-random-networks Public

    Implementation of the FedPM framework by the authors of the ICLR 2023 paper "Sparse Random Networks for Communication-Efficient Federated Learning".

    Python 30 2

  3. rrsc rrsc Public

    Implementation of Randomly Rotating Simplex Coding (RRSC) algorithm by the authors of the NeurIPS 2023 paper "Exact Optimality of Communication-Privacy-Utility Tradeoffs in Distributed Mean Estimat…

    Jupyter Notebook 2 1

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