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sacs-epfl

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  1. decentralizepy decentralizepy Public

    A decentralized learning research framework

    Python 29 22

  2. quickdrop quickdrop Public

    Contains the source code of our Middleware'24 paper "QuickDrop: Efficient Federated Unlearning via Synthetic Data Generation"

    Python 6 1

  3. decentralized-learning-simulator decentralized-learning-simulator Public

    A simulator for Decentralized Learning algorithms, based on discrete-event simulation

    Python 5 2

  4. shatter shatter Public

    Jupyter Notebook 5 1

  5. facade facade Public

    Source code for our paper "Fair Decentralized Learning"

    Python 2

  6. async-dl async-dl Public

    Python 1

Repositories

Showing 10 of 12 repositories
  • facade Public

    Source code for our paper "Fair Decentralized Learning"

    sacs-epfl/facade’s past year of commit activity
    Python 2 MIT 0 0 0 Updated Dec 13, 2024
  • decentralized-learning-simulator Public

    A simulator for Decentralized Learning algorithms, based on discrete-event simulation

    sacs-epfl/decentralized-learning-simulator’s past year of commit activity
    Python 5 MIT 2 2 0 Updated Nov 20, 2024
  • shatter Public
    sacs-epfl/shatter’s past year of commit activity
    Jupyter Notebook 5 MIT 1 0 0 Updated Nov 9, 2024
  • fens Public

    Source code for our paper "Revisiting Ensembling in One-Shot Federated Learning", NeurIPS 2024

    sacs-epfl/fens’s past year of commit activity
    Python 0 0 0 0 Updated Oct 25, 2024
  • divshare Public

    Source code for our paper "Boosting Asynchronous Decentralized Learning with Model Fragmentation"

    sacs-epfl/divshare’s past year of commit activity
    0 0 0 0 Updated Oct 15, 2024
  • quickdrop Public

    Contains the source code of our Middleware'24 paper "QuickDrop: Efficient Federated Unlearning via Synthetic Data Generation"

    sacs-epfl/quickdrop’s past year of commit activity
    Python 6 1 0 0 Updated Oct 2, 2024
  • fairness-audits-with-collaboration Public

    Code for our ECAI'24 paper "Fairness Auditing with Multi-Agent Collaboration"

    sacs-epfl/fairness-audits-with-collaboration’s past year of commit activity
    Python 0 0 0 0 Updated Aug 28, 2024
  • peerswap Public
    sacs-epfl/peerswap’s past year of commit activity
    Python 1 0 0 0 Updated Jul 15, 2024
  • decentralizepy Public

    A decentralized learning research framework

    sacs-epfl/decentralizepy’s past year of commit activity
    Python 29 MIT 22 9 2 Updated May 14, 2024
  • edge-learn Public
    sacs-epfl/edge-learn’s past year of commit activity
    Python 0 0 0 0 Updated Dec 15, 2023
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