ShenglongZhou / FedGiALinks
This Matlab package solves federated learning problems via gradient descent and inexact ADMM
☆13Updated 7 months ago
Alternatives and similar repositories for FedGiA
Users that are interested in FedGiA are comparing it to the libraries listed below
Sorting:
- This Matlab package solves federated learning problems via inexact ADMM☆26Updated 7 months ago
- Compression-based decentralized stochastic gradient descent (DSGD) algorithms tailored for digital and analog wireless implementations☆13Updated 3 years ago
- A simulation of energy consumption of a federated learning system based on the non-orthogonal multiple access (NOMA) transmission protoco…☆27Updated 4 years ago
- Code for paper "Byzantine-Resilient Decentralized Stochastic Optimization with Robust Aggregation Rules"☆20Updated last year
- ☆25Updated last year
- Simulation code for the paper "FedSL: Federated Split Learning for Collaborative Healthcare Analytics on Resource-Constrained Wearable Io…☆14Updated last year
- Federated Learning for Energy-balanced Client Selection in Mobile Edge Computing☆35Updated last year
- Simulation Codes for “Relay-Assisted Cooperative Federated Learning”☆13Updated 3 years ago
- Source code for paper "Federated Edge Learning with Misaligned Over-The-Air Computation"☆28Updated 2 years ago
- Federated Learning over Wireless Networks: Convergence Analysis and Resource Allocation☆36Updated 3 years ago
- ☆16Updated 2 years ago
- ☆11Updated 3 years ago
- paper: GQFedWAvg: Optimization-Based Quantized Federated Learning in General Edge Computing Systems, to appear in IEEE TWC☆9Updated last year
- Simulation code for “Energy-efficient cell-free massive MIMO through sparse large-scale fading processing,” by Shuaifei Chen, Jiayi Zhang…☆12Updated 2 years ago
- Code for “Massive Digital Over-the-Air Computation for Communication-Efficient Federated Edge Learning”☆16Updated 8 months ago
- ☆10Updated last year
- ☆13Updated last year
- ☆12Updated 5 years ago
- Federated principal component analysis (FPCA) is my master thesis, which aims to adapt PCA in a federated learning setting. The technique…☆11Updated last year
- ☆11Updated 2 years ago
- Multi-Stage Hybrid Federated Learning over Large-Scale Wireless Fog Networks☆16Updated 3 years ago
- Modern 5G wireless cellular networks use massive multiple-input multiple-output (MIMO) technology. This concept entails using an antenna …☆18Updated 2 years ago
- Federated Learning over Wireless Networks☆46Updated 3 years ago
- Code for paper "A Distributed ADMM Approach for Collaborative Regression Learning in Edge Computing"☆61Updated 2 years ago
- ☆66Updated 4 years ago
- This is the code for paper “accelerating communication-efficient federated multi-task learning with personalization and Fairness”. Besid…☆10Updated 2 months ago
- Source code to solve and test the effect of Large-Scale Simultaneous Multiple Users in the resource allocation problem with carrier aggre…☆15Updated 6 years ago
- FEDL-Federated Learning algorithm using TensorFlow (Transaction on Networking 2021)☆58Updated 4 years ago
- This Matlab package solves the sparsity-constrained optimization problems including compressive sensing, logistic regression, linear com…☆10Updated 7 months ago
- Simulation routines for "Cell-Free Massive MIMO for URLLC: A Finite-Blocklength Analysis", Alejandro Lancho, Giuseppe Durisi and Luca San…☆15Updated 2 years ago