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sacs-epfl

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  1. decentralizepy decentralizepy Public

    A decentralized learning research framework

    Python 30 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

    Source code to support the paper "Noiseless Privacy Preserving Decentralized Learning" at PoPETS 2025.

    Jupyter Notebook 5 1

  5. facade facade Public

    Source code for our paper "Fair Decentralized Learning" in SaTML 2025.

    Python 3

  6. moe-inference moe-inference Public

    Python 2

Repositories

Showing 10 of 13 repositories
  • 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 Feb 14, 2025
  • moe-inference Public
    sacs-epfl/moe-inference’s past year of commit activity
    Python 2 0 0 0 Updated Feb 7, 2025
  • divshare Public

    Source code for our paper "Boosting Asynchronous Decentralized Learning with Model Fragmentation" in ACM WWW 2025.

    sacs-epfl/divshare’s past year of commit activity
    Python 1 MIT 0 0 0 Updated Feb 5, 2025
  • facade Public

    Source code for our paper "Fair Decentralized Learning" in SaTML 2025.

    sacs-epfl/facade’s past year of commit activity
    Python 3 MIT 0 0 0 Updated Feb 5, 2025
  • shatter Public

    Source code to support the paper "Noiseless Privacy Preserving Decentralized Learning" at PoPETS 2025.

    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 1 0 0 0 Updated Oct 25, 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 30 MIT 22 8 2 Updated May 14, 2024
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