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    19 repositories

    • decentralized-learning-simulator

      Public
      A simulator for Decentralized Learning algorithms, based on discrete-event simulation
      Python
      •
      MIT License
      •2•5•2•0•Updated Apr 11, 2025Apr 11, 2025

    • ragroute

      Public
      The code of the paper "Efficient Federated Search for Retrieval-Augmented Generation"
      Python
      •
      MIT License
      •0•0•0•0•Updated Apr 9, 2025Apr 9, 2025

    • medrag-proximity

      Public
      Python
      •
      Other
      •0•0•0•0•Updated Mar 19, 2025Mar 19, 2025

    • proximity

      Public
      Rust
      •
      MIT License
      •0•3•0•0•Updated Mar 7, 2025Mar 7, 2025

    • instruct-qa-proximity

      Public
      Code for EuroMLsys '25 paper "Leveraging Approximate Caching for Faster Retrieval-Augmented Generation"
      Python
      •
      Apache License 2.0
      •5•0•0•0•Updated Mar 7, 2025Mar 7, 2025

    • cpfl

      Public
      The source code for our paper "Harnessing Increased Client Participation with Cohort-Parallel Federated Learning" (presented at EuroMLSys'25)
      Python
      •0•0•0•0•Updated Mar 5, 2025Mar 5, 2025

    • plexus

      Public
      The source code for our paper "Practical Federated Learning without a Server" (presented at EuroMLSys'25)
      Python
      •
      MIT License
      •0•1•0•0•Updated Mar 4, 2025Mar 4, 2025

    • moe-inference

      Public
      Python
      •0•4•0•0•Updated Feb 7, 2025Feb 7, 2025

    • divshare

      Public
      Source code for our paper "Boosting Asynchronous Decentralized Learning with Model Fragmentation" in ACM WWW 2025.
      Python
      •
      MIT License
      •0•1•0•0•Updated Feb 5, 2025Feb 5, 2025

    • facade

      Public
      Source code for our paper "Fair Decentralized Learning" in SaTML 2025.
      Python
      •
      MIT License
      •1•3•0•0•Updated Feb 5, 2025Feb 5, 2025

    • shatter

      Public
      Source code to support the paper "Noiseless Privacy Preserving Decentralized Learning" at PoPETS 2025.
      Jupyter Notebook
      •
      MIT License
      •2•6•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•1•0•0•Updated Oct 25, 2024Oct 25, 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
      •25•32•8•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