Adaptive gradient sparsification for efficient federated learning: an online learning approach
☆18Oct 31, 2020Updated 5 years ago
Alternatives and similar repositories for Adaptive_Gradient_Sparsification_FL
Users that are interested in Adaptive_Gradient_Sparsification_FL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆22Apr 6, 2021Updated 5 years ago
- ☆10Jun 4, 2021Updated 5 years ago
- Federated Dynamic Sparse Training☆31May 26, 2022Updated 4 years ago
- Implementation of Shuffled Model of Differential Privacy in Federated Learning." AISTATS, 2021.☆18Oct 4, 2022Updated 4 years ago
- Decentralized SGD and Consensus with Communication Compression: https://arxiv.org/abs/1907.09356☆74Sep 10, 2020Updated 6 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Code for paper "Adaptive Federated Learning in Resource Constrained Edge Computing Systems"☆292May 7, 2025Updated last year
- This is the code repository for the following paper: "Model pruning enables efficient federated learning on edge devices".☆95May 9, 2022Updated 4 years ago
- ☆12Jul 16, 2020Updated 6 years ago
- Implementation of "Personalized Federated Fine-Tuning for LLMs via Data-Driven Heterogeneous Model Architectures"☆16Jan 21, 2026Updated 8 months ago
- Official implementation of "FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective"…☆87Jun 6, 2020Updated 6 years ago
- SPATL: Salient Prameter Aggregation and Transfer Learning for Heterogeneous Federated Learning