Xtra-Computing / VertiBench
Feature partitioner by imbalance or correlation (ICLR 2024)
☆16Updated 3 months ago
Alternatives and similar repositories for VertiBench:
Users that are interested in VertiBench are comparing it to the libraries listed below
- Python library for data stream learning☆28Updated 7 months ago
- A coupled vertical federated learning framework that boosts the model performance with record similarities (NeurIPS 2022)☆26Updated 2 years ago
- OEBench: Investigating Open Environment Challenges in Real-World Relational Data Streams (VLDB 2024)☆13Updated 8 months ago
- ☆19Updated last year
- A curated list of advancements in Vertical Federated Learning, frameworks and libraries.☆32Updated 3 months ago
- Federated Learning Framework Benchmark (UniFed)☆49Updated last year
- Towards Addressing Label Skews in One-Shot Federated Learning (ICLR 2023)☆17Updated last year
- A tree-based federated learning system (MLSys 2023)☆147Updated 3 months ago
- Practical Vertical Federated Learning with Unsupervised Representation Learning (TBD 2022)☆19Updated 3 years ago
- GAP: Differentially Private Graph Neural Networks with Aggregation Perturbation (USENIX Security '23)☆47Updated last year
- Simplicial-FL to manage client device heterogeneity in Federated Learning☆22Updated last year
- Private Adaptive Optimization with Side Information (ICML '22)☆16Updated 2 years ago
- Code Repo for paper Label Leakage and Protection in Two-party Split Learning (ICLR 2022).☆23Updated 3 years ago
- This repository is the implementation of Federated Graph Classification over Non-IID Graphs.☆42Updated last year
- Federated Transformer (NeurIPS 24): a framework to enhance the performance of multi-party Vertical Federated Learning involving fuzzy ide…☆37Updated 4 months ago
- ☆40Updated last year
- THU-AIR Vertical Federated Learning general, extensible and light-weight framework☆93Updated 9 months ago
- ☆12Updated last year
- Locally Private Graph Neural Networks (ACM CCS 2021)☆45Updated last year
- Official code repository for our accepted work "Gradient Driven Rewards to Guarantee Fairness in Collaborative Machine Learning" in NeurI…☆22Updated 6 months ago
- [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
- ☆42Updated last year
- ☆55Updated 2 years ago
- Code for Subgraph Federated Learning with Missing Neighbor Generation (NeurIPS 2021)☆74Updated 3 years ago
- Official repo for the paper: Recovering Private Text in Federated Learning of Language Models (in NeurIPS 2022)☆56Updated 2 years ago
- Implementations of differentially private release mechanisms for graph statistics☆23Updated 2 years ago
- ☆25Updated 3 years ago
- The implementation of FedBCD algorithm published in the paper "FedBCD: A Communication-Efficient Collaborative Learning Framework for Dis…☆13Updated 9 months ago
- ☆32Updated last year
- Official implementation of "Graph Unlearning" (ACM CCS 2022)☆47Updated 2 years ago