A tree-based federated learning system (MLSys 2023)
☆152Jan 20, 2025Updated last year
Alternatives and similar repositories for FedTree
Users that are interested in FedTree are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A book about Ph.D. student and research career planning☆29Oct 21, 2025Updated last year
- ☆19Mar 13, 2024Updated 2 years ago
- GBDT-based model with efficient unlearning (SIGMOD 2023)☆10Sep 7, 2025Updated last year
- FederBoost's Federated Gradient Boosting Decision Tree Algorithm, Federated enabled Membership Inference☆16Dec 13, 2023Updated 2 years ago
- Practical One-Shot Federated Learning for Cross-Silo Setting☆42May 21, 2021Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- A coupled vertical federated learning framework that boosts the model performance with record similarities (NeurIPS 2022)☆28Mar 28, 2023Updated 3 years ago
- Code for the CCS'22 paper "Federated Boosted Decision Trees with Differential Privacy"☆58Oct 19, 2023Updated 3 years ago
- Feature partitioner by imbalance or correlation (ICLR 2024)☆16Mar 25, 2026Updated 7 months ago
- Python library for data stream learning☆26Sep 11, 2024Updated 2 years ago
- Fast Parallel Probabilistic Graphical Model Learning and Inference [IPDPS'22, PPoPP'23, USENIX ATC'24]☆75Oct 26, 2025Updated last year
- Privacy-Preserving Gradient Boosting Decision Trees (AAAI 2020)☆28Oct 6, 2023Updated 3 years ago
- Federated Transformer (NeurIPS 24): a framework to enhance the performance of multi-party Vertical Federated Learning involving fuzzy ide…☆44Dec 14, 2024Updated last year
- A simple script runs on Tampermonkey to easily access IEEE Xplore, ACM Digital Library, etc.☆32Aug 8, 2021Updated 5 years ago
- OEBench: Investigating Open Environment Challenges in Real-World Relational Data Streams (VLDB 2024)☆13Aug 27, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Federated Learning Framework Benchmark (UniFed)☆48Jun 14, 2023Updated 3 years ago
- ☆19Jan 8, 2021Updated 5 years ago
- Accelerating Exact Constrained Shortest Paths on GPUs☆15Dec 11, 2020Updated 5 years ago
- ☆18Jan 10, 2022Updated 4 years ago
- [NeurIPS 2022] JAX/Haiku implementation of "On Privacy and Personalization in Cross-Silo Federated Learning"☆27Apr 16, 2023Updated 3 years ago
- Fast Multiple Independent Random Number Sequences Generation on FPGAs☆15Sep 19, 2021Updated 5 years ago
- Federated Learning Systems Paper List☆75Feb 7, 2024Updated 2 years ago
- Privacy Preserving Vertical Federated Learning☆221Jun 1, 2023Updated 3 years ago
- Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)☆618Feb 26, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆11Jul 21, 2024Updated 2 years ago
- Privacy preserving vertical federated learning for tree-based models☆31Nov 11, 2021Updated 4 years ago
- Practical Federated Gradient Boosting Decision Trees (AAAI 2020)☆18May 10, 2023Updated 3 years ago
- Source code of "ThunderRW: An In-Memory Graph Random Walk Engine" published in VLDB'2021 - By Shixuan Sun, Yuhang Chen, Shengliang Lu, Bi…☆28Aug 15, 2021Updated 5 years ago
- Towards Addressing Label Skews in One-Shot Federated Learning (ICLR 2023)☆17Nov 2, 2023Updated 2 years ago
- Private Adaptive Optimization with Side Information (ICML '22)☆16Jun 23, 2022Updated 4 years ago
- Federated k-means clustering algorithm implementation and proof of concept.☆33Sep 7, 2021Updated 5 years ago
- Evaluation runtime for Phase 2 of the PETs Prize Challenge☆10Jan 26, 2023Updated 3 years ago
- Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)☆310Apr 18, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- KFedExps -> kfed☆15May 8, 2022Updated 4 years ago
- A curated list of advancements in Vertical Federated Learning, frameworks and libraries.☆40Jul 29, 2025Updated last year
- An easy-to-use federated learning platform☆1,542Aug 10, 2024Updated 2 years ago
- DP-FTRL from "Practical and Private (Deep) Learning without Sampling or Shuffling" for centralized training.☆39Jul 17, 2026Updated 3 months ago
- ☆17Feb 14, 2021Updated 5 years ago
- Papers related to federated learning in top conferences (2020-2024).☆69Oct 14, 2024Updated 2 years ago
- A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.☆826Oct 20, 2025Updated last year