publications

publications in reversed chronological order.

2024

  1. IEEE
    DIGEST: Fast and Communication Efficient Decentralized Learning with Local Updates
    Peyman Gholami, and Hulya Seferoglu
    IEEE Transactions on Machine Learning in Communications and Networking, 2024
    N/A Google Scholar citations
  2. arXiv
    Improved Generalization Bounds for Communication Efficient Federated Learning
    Peyman Gholami, and Hulya Seferoglu
    2024
    N/A Google Scholar citations
  3. WANT@ICML 2024
    Communication Efficient Federated Learning with Differentiated Aggregation
    Peyman Gholami, and Hulya Seferoglu
    In 2nd Workshop on Advancing Neural Network Training: Computational Efficiency, Scalability, and Resource Optimization (WANT@ICML 2024), 2024
    N/A Google Scholar citations

2023

  1. ICML 2023 Workshop
    Fast and Communication Efficient Decentralized Learning with Local Updates
    Peyman Gholami, and Hulya Seferoglu
    In Federated Learning and Analytics in Practice: Algorithms, Systems, Applications, and Opportunities, 2023
    N/A Google Scholar citations