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sacs-epfl

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  1. decentralizepy decentralizepy Public

    A decentralized learning research framework

    Python 32 25

  2. shatter shatter Public

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

    Jupyter Notebook 6 2

  3. quickdrop quickdrop Public

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

    Python 6 1

  4. decentralized-learning-simulator decentralized-learning-simulator Public

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

    Python 5 2

  5. moe-inference moe-inference Public

    Python 4

  6. facade facade Public

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

    Python 3 1

Repositories

Showing 10 of 19 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 Apr 2, 2025
  • medrag-proximity Public
    sacs-epfl/medrag-proximity’s past year of commit activity
    Python 0 0 0 0 Updated Mar 19, 2025
  • ragroute Public

    The code of the paper "Efficient Federated Search for Retrieval-Augmented Generation"

    sacs-epfl/ragroute’s past year of commit activity
    0 MIT 0 0 0 Updated Mar 10, 2025
  • proximity Public
    sacs-epfl/proximity’s past year of commit activity
    Rust 2 MIT 0 0 0 Updated Mar 7, 2025
  • instruct-qa-proximity Public Forked from McGill-NLP/instruct-qa

    Code for EuroMLsys '25 paper "Leveraging Approximate Caching for Faster Retrieval-Augmented Generation"

    sacs-epfl/instruct-qa-proximity’s past year of commit activity
    Python 0 Apache-2.0 5 0 0 Updated Mar 7, 2025
  • cpfl Public

    The source code for our paper "Harnessing Increased Client Participation with Cohort-Parallel Federated Learning" (presented at EuroMLSys'25)

    sacs-epfl/cpfl’s past year of commit activity
    Python 0 0 0 0 Updated Mar 5, 2025
  • plexus Public

    The source code for our paper "Practical Federated Learning without a Server" (presented at EuroMLSys'25)

    sacs-epfl/plexus’s past year of commit activity
    Python 1 MIT 0 0 0 Updated Mar 4, 2025
  • moe-inference Public
    sacs-epfl/moe-inference’s past year of commit activity
    Python 4 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 1 0 0 Updated Feb 5, 2025
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