schultzelab / swarm_learningLinks
Scripts for figures and calculations of the manuscript by Warnat-Herresthal el al. 2020
☆196Updated 4 years ago
Alternatives and similar repositories for swarm_learning
Users that are interested in swarm_learning are comparing it to the libraries listed below
Sorting:
- A simplified library for decentralized, privacy preserving machine learning☆352Updated last month
- Dopamine: Differentially Private Federated Learning on Medical Data (AAAI - PPAI)☆76Updated last year
- A ledger for private and secure peer to peer machine learning☆111Updated 2 years ago
- Privacy Preserving Vertical Federated Learning☆222Updated 2 years ago
- [ICLR'21] FedBN: Federated Learning on Non-IID Features via Local Batch Normalization☆271Updated 2 months ago
- Galaxy Federated Learning Framework (星际联邦学习框架)☆255Updated 3 years ago
- Democratize access to data, decentralize Artificial intelligence and enhance user privacy with Federated learning and Blockchain.☆193Updated 4 years ago
- Implementation of dp-based federated learning framework using PyTorch☆315Updated last month
- vertical federated learning paper lists☆77Updated 5 years ago
- ☆109Updated 4 years ago
- A Benchmark of Real-world Image Dataset for Federated Learning☆42Updated 6 years ago
- ☆180Updated last year
- Ditto: Fair and Robust Federated Learning Through Personalization (ICML '21)☆158Updated 3 years ago
- Federated Learning Blockchain Web Demo☆52Updated 3 years ago
- Standard federated learning implementations in FedLab and FL benchmarks.☆153Updated 2 years ago
- On the Convergence of FedAvg on Non-IID Data☆275Updated 3 years ago
- Code for Federated Learning with Matched Averaging, ICLR 2020.☆342Updated 4 years ago
- [NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations☆244Updated last year
- Official implementation of our work "Collaborative Fairness in Federated Learning."☆55Updated last year
- Bayesian Nonparametric Federated Learning of Neural Networks☆146Updated 6 years ago
- Code accompanying the paper "Decentralized Federated Learning through Proxy Model Sharing"☆84Updated 2 years ago
- Fair Resource Allocation in Federated Learning (ICLR '20)☆254Updated 2 years ago
- Code for the CCS'22 paper "Federated Boosted Decision Trees with Differential Privacy"☆53Updated 2 years ago
- ☆47Updated last year
- Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)☆309Updated 3 years ago
- Curated notebooks on how to train neural networks using differential privacy and federated learning.☆67Updated 5 years ago
- A Simulator for Privacy Preserving Federated Learning☆96Updated 5 years ago
- Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints☆185Updated 4 years ago
- An Efficient Learning Framework For Federated XGBoostUsing Secret Sharing And Distributed Optimization☆32Updated 11 months ago
- Wuhan Corona (COVID-19) patients dataset☆38Updated 6 months ago