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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