An Efficient Learning Framework For Federated XGBoostUsing Secret Sharing And Distributed Optimization
☆32Mar 8, 2025Updated last year
Alternatives and similar repositories for MP-FedXGB
Users that are interested in MP-FedXGB are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Hadamard Response: Communication efficient, sample optimal, linear time locally private learning of distributions☆16Sep 18, 2020Updated 6 years ago
- Privacy preserving vertical federated learning for tree-based models☆31Nov 11, 2021Updated 4 years ago
- Official implementation of the paper "FedA3I: Annotation Quality-Aware Aggregation for Federated Medical Image Segmentation against Heter…☆17Jan 21, 2024Updated 2 years ago
- CP-ABE测试加解密操作和密钥生成操作的性能☆10Jun 24, 2020Updated 6 years ago
- ☆40Sep 25, 2023Updated 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.
- Official codes for ACM CIKM '24 full paper: Tackling Noisy Clients in Federated Learning with End-to-end Label Correction☆24Feb 21, 2025Updated last year
- ☆26Apr 3, 2020Updated 6 years ago
- [ICLR 2024] "Robust Training of Federated Models with Extremely Label Deficiency"☆27May 29, 2025Updated last year
- Implementation of NIPS2023: Unleashing the Full Potential of Product Quantization for Large-Scale Image Retrieva☆11Nov 12, 2024Updated last year
- ☆17Aug 5, 2024Updated 2 years ago
- Federated Learning Framework Benchmark (UniFed)☆48Jun 14, 2023Updated 3 years ago
- Secure Computation Library☆17Aug 28, 2017Updated 9 years ago
- Smart Contracts for decentralized access control for IoT data using Blockchain and trusted oracles☆11Apr 14, 2019Updated 7 years ago
- personal implementation of secure aggregation protocol☆44Feb 6, 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.
- Performed document clustering using the DBSCAN clustering algorithm☆14Oct 21, 2020Updated 5 years ago
- Federated gradient boosted decision tree learning☆68Apr 17, 2023Updated 3 years ago
- A federated image segmentation method based on style transfer☆16Sep 28, 2024Updated last year
- ☆10Mar 21, 2024Updated 2 years ago
- Play around with NGBoost and compare with LightGBM and XGBoost☆20Jun 17, 2024Updated 2 years ago
- Unified, Simplified, Tight and Fast Privacy Amplification in the Shuffle Model of Differential Privacy☆11Oct 27, 2024Updated last year
- FedML-Mobile: Federated Learning Research Library for Android and iOS Smartphones (supported by FedML framework)☆25Jul 2, 2022Updated 4 years ago
- Secure Aggregation for Federated Learning with Malicious Actors☆26Dec 6, 2022Updated 3 years ago
- Practical Federated Gradient Boosting Decision Trees (AAAI 2020)☆18May 10, 2023Updated 3 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.
- [CVPRW 2023] "Many-Task Federated Learning: A New Problem Setting and A Simple Baseline" by Ruisi Cai, Xiaohan Chen, Shiwei Liu, Jayanth …☆13Aug 28, 2023Updated 3 years ago
- Official codes for FNBench: Benchmarking Robust Federated Learning against Noisy Labels☆22Feb 24, 2026Updated 6 months ago
- Everything about federated learning. Your contribution is highly valued!☆29Jul 8, 2021Updated 5 years ago
- Federated Fairness-aware Recommendation☆14Sep 2, 2022Updated 4 years ago
- CoSCL: Cooperation of Small Continual Learners is Stronger than a Big One (ECCV 2022)☆20Sep 26, 2023Updated 2 years ago
- Decentralized, Secure, Verifiable System for Statistical Queries and Machine Learning on Distributed Datasets☆39Feb 25, 2023Updated 3 years ago
- This is the official repository for Batch Level Distillation (BLD)☆15Jan 25, 2021Updated 5 years ago
- Secure collaborative training and inference for XGBoost.☆108Oct 25, 2022Updated 3 years ago
- A tree-based federated learning system (MLSys 2023)☆152Jan 20, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A Blockchain-based reputed access control system in IoT☆16May 26, 2021Updated 5 years ago
- Official codebase for the ECCV 2022 paper Transfer without Forgetting☆19Jul 7, 2022Updated 4 years ago
- ☆14Oct 31, 2022Updated 3 years ago
- Dataset and codes for our paper "New Benchmark Dataset and Fine-Grained Cross-Modal Fusion Framework for Vietnamese Multimodal Aspect-Cat…☆13Dec 14, 2024Updated last year
- [Preprint] Backdoor Attacks on Federated Learning with Lottery Ticket Hypothesis☆10Sep 23, 2021Updated 4 years ago
- Official implementation of "On the Effectiveness of Lipschitz-Driven Rehearsal in Continual Learning"☆14Oct 13, 2022Updated 3 years ago
- Practical Vertical Federated Learning with Unsupervised Representation Learning (TBD 2022)☆21Feb 21, 2022Updated 4 years ago