Xtra-Computing / VertiBenchLinks
Feature partitioner by imbalance or correlation (ICLR 2024)
☆16Updated 5 months ago
Alternatives and similar repositories for VertiBench
Users that are interested in VertiBench are comparing it to the libraries listed below
Sorting:
- Python library for data stream learning☆27Updated 9 months ago
- OEBench: Investigating Open Environment Challenges in Real-World Relational Data Streams (VLDB 2024)☆13Updated 10 months ago
- A coupled vertical federated learning framework that boosts the model performance with record similarities (NeurIPS 2022)☆27Updated 2 years ago
- Federated Learning Framework Benchmark (UniFed)☆49Updated 2 years ago
- ☆19Updated last year
- Practical Vertical Federated Learning with Unsupervised Representation Learning (TBD 2022)☆21Updated 3 years ago
- Towards Addressing Label Skews in One-Shot Federated Learning (ICLR 2023)☆17Updated last year
- A curated list of advancements in Vertical Federated Learning, frameworks and libraries.☆35Updated 5 months ago
- ☆45Updated last year
- The implementation of FedBCD algorithm published in the paper "FedBCD: A Communication-Efficient Collaborative Learning Framework for Dis…☆14Updated 11 months ago
- Code for Subgraph Federated Learning with Missing Neighbor Generation (NeurIPS 2021)☆77Updated 3 years ago
- ☆40Updated last year
- This repository is the implementation of Federated Graph Classification over Non-IID Graphs.☆42Updated 2 years ago
- Paper: UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration☆14Updated 5 months ago
- Code Repo for paper Label Leakage and Protection in Two-party Split Learning (ICLR 2022).☆23Updated 3 years ago
- A tree-based federated learning system (MLSys 2023)☆148Updated 5 months ago
- Papers related to federated learning in top conferences (2020-2024).☆69Updated 8 months ago
- [NeurIPS 2022] JAX/Haiku implementation of "On Privacy and Personalization in Cross-Silo Federated Learning"☆27Updated 2 years ago
- Official code repository for our accepted work "Gradient Driven Rewards to Guarantee Fairness in Collaborative Machine Learning" in NeurI…☆23Updated 8 months ago
- ☆16Updated 10 months ago
- Federated Learning - PyTorch☆14Updated 4 years ago
- THU-AIR Vertical Federated Learning general, extensible and light-weight framework☆92Updated 11 months ago
- Federated Transformer (NeurIPS 24): a framework to enhance the performance of multi-party Vertical Federated Learning involving fuzzy ide…☆38Updated 6 months ago
- GAP: Differentially Private Graph Neural Networks with Aggregation Perturbation (USENIX Security '23)☆49Updated last year
- [ICML 2023] Optimizing the Collaboration Structure in Cross-Silo Federated Learning. Wenxuan Bao, Haohan Wang, Jun Wu, Jingrui He.☆18Updated last year
- FedGS: Federated Graph-based Sampling with Arbitrary Client Availability, arxiv.org/abs/2211.13975) was accepted by AAAI 2023 Conference.☆16Updated 2 years ago
- ☆10Updated last year
- [IEEE S&P 22] "LinkTeller: Recovering Private Edges from Graph Neural Networks via Influence Analysis" by Fan Wu, Yunhui Long, Ce Zhang, …☆23Updated 3 years ago
- Simplicial-FL to manage client device heterogeneity in Federated Learning☆22Updated last year
- Implementations of differentially private release mechanisms for graph statistics☆24Updated 3 years ago