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CharlieDinh/README.md
  • 👋 Hi, I’m Dr. Canh T. Dinh (@CharlieDinh).
  • 👀 I’m interested in Federated Machine Learning, NLP, Computer Vision, etc, ...
  • 🌱 I obtained Phd in Privacy Machine Learning at The University of Sydney 2023.
  • 🌱 I’m Machine Learning Engineer at Canva.
  • 💞️ I’m looking to collaborate on Federated Machine Learning research or any ML research.
  • 📫 How to reach me: thecanhdinh92@gmail.com.

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  1. pFedMe pFedMe Public

    Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)

    Python 290 89

  2. FEDL FEDL Public

    FEDL-Federated Learning algorithm using TensorFlow (Transaction on Networking 2021)

    Python 52 25

  3. FedU_FMTL FedU_FMTL Public

    This repo implements FedU, a multitask learning framework for federated learning

    Python 26 11

  4. FederatedLearningWithSVRG FederatedLearningWithSVRG Public

    The code in order to implement FedProx (ICPP 2020)

    Python 28 5

  5. DONE DONE Public

    Federated Learning using PyTorch. Second-Order for Federated Learning. (IEEE Transactions on Parallel and Distributed Systems 2022)

    Jupyter Notebook 18 2

  6. FEDL_pytorch FEDL_pytorch Public

    This repository implements FEDL using pytorch

    Python 48 11