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    12 repositories

    • facade

      Public
      Source code for our paper "Fair Decentralized Learning"
      Python
      •
      MIT License
      •0•2•0•0•Updated Dec 13, 2024Dec 13, 2024

    • decentralized-learning-simulator

      Public
      A simulator for Decentralized Learning algorithms, based on discrete-event simulation
      Python
      •
      MIT License
      •2•5•2•0•Updated Nov 20, 2024Nov 20, 2024

    • shatter

      Public
      Jupyter Notebook
      •
      MIT License
      •1•5•0•0•Updated Nov 9, 2024Nov 9, 2024

    • fens

      Public
      Source code for our paper "Revisiting Ensembling in One-Shot Federated Learning", NeurIPS 2024
      Python
      •0•0•0•0•Updated Oct 25, 2024Oct 25, 2024

    • divshare

      Public
      Source code for our paper "Boosting Asynchronous Decentralized Learning with Model Fragmentation"
      0•0•0•0•Updated Oct 15, 2024Oct 15, 2024

    • quickdrop

      Public
      Contains the source code of our Middleware'24 paper "QuickDrop: Efficient Federated Unlearning via Synthetic Data Generation"
      Python
      •1•6•0•0•Updated Oct 2, 2024Oct 2, 2024

    • fairness-audits-with-collaboration

      Public
      Code for our ECAI'24 paper "Fairness Auditing with Multi-Agent Collaboration"
      Python
      •0•0•0•0•Updated Aug 28, 2024Aug 28, 2024

    • peerswap

      Public
      Python
      •0•1•0•0•Updated Jul 15, 2024Jul 15, 2024

    • decentralizepy

      Public
      A decentralized learning research framework
      Python
      •
      MIT License
      •22•28•9•2•Updated May 14, 2024May 14, 2024

    • edge-learn

      Public
      Python
      •0•0•0•0•Updated Dec 15, 2023Dec 15, 2023

    • async-dl

      Public
      Python
      •0•1•3•0•Updated Nov 16, 2023Nov 16, 2023

    • SkipTrain

      Public
      Python
      •
      MIT License
      •0•1•0•0•Updated Oct 27, 2023Oct 27, 2023