Xtra-Computing / FedTreeLinks
A tree-based federated learning system (MLSys 2023)
☆149Updated 8 months ago
Alternatives and similar repositories for FedTree
Users that are interested in FedTree are comparing it to the libraries listed below
Sorting:
- vertical federated learning paper lists☆76Updated 4 years ago
- Federated Learning Framework Benchmark (UniFed)☆49Updated 2 years ago
- ☆19Updated last year
- THU-AIR Vertical Federated Learning general, extensible and light-weight framework☆98Updated last year
- ☆45Updated last year
- Privacy-Preserving Gradient Boosting Decision Trees (AAAI 2020)☆27Updated last year
- PyTorch for benchmarking communication-efficient distributed SGD optimization algorithms☆78Updated 4 years ago
- Privacy Preserving Vertical Federated Learning☆218Updated 2 years ago
- A coupled vertical federated learning framework that boosts the model performance with record similarities (NeurIPS 2022)☆27Updated 2 years ago
- ☆88Updated 5 years ago
- Code for the CCS'22 paper "Federated Boosted Decision Trees with Differential Privacy"☆46Updated last year
- A curated list of advancements in Vertical Federated Learning, frameworks and libraries.☆36Updated last month
- FedScale is a scalable and extensible open-source federated learning (FL) platform.☆400Updated last year
- ☆174Updated 10 months ago
- DP-FTRL from "Practical and Private (Deep) Learning without Sampling or Shuffling" for centralized training.☆30Updated 3 months ago
- Federated Learning Systems Paper List☆75Updated last year
- 📦 Collect some Asynchronous Federated Learning papers.☆117Updated last year
- Papers related to federated learning in top conferences (2020-2024).☆69Updated 11 months ago
- Implementation of dp-based federated learning framework using PyTorch☆307Updated 2 years ago
- ☆40Updated last year
- Ditto: Fair and Robust Federated Learning Through Personalization (ICML '21)☆146Updated 3 years ago
- A federated learning framework to support scalable and reproducible research☆378Updated 10 months ago
- Advanced Privacy-Preserving Federated Learning framework☆151Updated this week
- ⚔️ Blades: A Unified Benchmark Suite for Attacks and Defenses in Federated Learning☆147Updated 7 months ago
- Oort: Efficient Federated Learning via Guided Participant Selection☆128Updated 3 years ago
- Codebase for An Efficient Framework for Clustered Federated Learning.☆116Updated 4 years ago
- Code for NDSS 2021 Paper "Manipulating the Byzantine: Optimizing Model Poisoning Attacks and Defenses Against Federated Learning"☆148Updated 3 years ago
- A Benchmark of Real-world Image Dataset for Federated Learning☆42Updated 5 years ago
- [NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations☆241Updated last year
- [NeurIPS 2022] JAX/Haiku implementation of "On Privacy and Personalization in Cross-Silo Federated Learning"☆27Updated 2 years ago