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sacs-epfl

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  1. decentralizepy decentralizepy Public

    A decentralized learning research framework

    Python 26 20

  2. decentralized-learning-simulator decentralized-learning-simulator Public

    Python 5 2

  3. shatter shatter Public

    Jupyter Notebook 4 1

  4. quickdrop quickdrop Public

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

    Python 3

  5. async-dl async-dl Public

    Python 1

  6. SkipTrain SkipTrain Public

    Python 1

Repositories

Showing 10 of 11 repositories
  • 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
  • decentralized-learning-simulator Public
    sacs-epfl/decentralized-learning-simulator’s past year of commit activity
    Python 5 MIT 2 2 0 Updated Oct 11, 2024
  • shatter Public
    sacs-epfl/shatter’s past year of commit activity
    Jupyter Notebook 4 MIT 1 0 0 Updated Oct 3, 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 3 0 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 26 MIT 20 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
  • async-dl Public
    sacs-epfl/async-dl’s past year of commit activity
    Python 1 0 3 0 Updated Nov 16, 2023
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