Xtra-Computing / VertiBench
Feature partitioner by imbalance or correlation (ICLR 2024)
☆14Updated 2 months ago
Related projects ⓘ
Alternatives and complementary repositories for VertiBench
- Python library for data stream learning☆28Updated 2 months ago
- A coupled vertical federated learning framework that boosts the model performance with record similarities (NeurIPS 2022)☆24Updated last year
- Towards Addressing Label Skews in One-Shot Federated Learning (ICLR 2023)☆14Updated last year
- OEBench: Investigating Open Environment Challenges in Real-World Relational Data Streams (VLDB 2024)☆13Updated 2 months ago
- Federated Learning Framework Benchmark (UniFed)☆47Updated last year
- A curated list of advancements in Vertical Federated Learning, frameworks and libraries.☆23Updated 3 weeks ago
- ☆19Updated 8 months ago
- Practical Vertical Federated Learning with Unsupervised Representation Learning (TBD 2022)☆20Updated 2 years ago
- THU-AIR Vertical Federated Learning general, extensible and light-weight framework☆81Updated 3 months ago
- The implementation of FedBCD algorithm published in the paper "FedBCD: A Communication-Efficient Collaborative Learning Framework for Dis…☆13Updated 4 months ago
- ☆15Updated 3 months ago
- Paper: Vertical Federated Knowledge Transfer via Representation Distillation☆13Updated last year
- ☆12Updated last year
- A tree-based federated learning system (MLSys 2023)☆143Updated last year
- [NeurIPS 2022] JAX/Haiku implementation of "On Privacy and Personalization in Cross-Silo Federated Learning"☆25Updated last year
- ☆40Updated last year
- ☆40Updated 6 months ago
- Code for Subgraph Federated Learning with Missing Neighbor Generation (NeurIPS 2021)☆71Updated 2 years ago
- Private Adaptive Optimization with Side Information (ICML '22)☆16Updated 2 years ago
- ☆31Updated 8 months ago
- This repository is the implementation of Federated Graph Classification over Non-IID Graphs.☆39Updated last year
- Federated Learning - PyTorch☆15Updated 3 years ago
- Practical One-Shot Federated Learning for Cross-Silo Setting☆42Updated 3 years ago
- Code Repo for paper Label Leakage and Protection in Two-party Split Learning (ICLR 2022).☆23Updated 2 years ago
- Federated Transformer (NeurIPS 24): a novel framework designed to handle multi-party Vertical Federated Learning involving fuzzy identifi …☆32Updated 2 weeks ago
- This repository contains the official implementation of the paper entitled with "FedAPEN: Personalized Cross-silo Federated Learning with…☆10Updated 11 months ago
- ☆58Updated last year
- An official implementation of "FedBiOT: LLM Local Fine-tuning in Federated Learning without Full Model", which has been accepted by KDD'2…☆20Updated last month
- Implementations of differentially private release mechanisms for graph statistics☆17Updated 2 years ago
- [ICML 2023] Optimizing the Collaboration Structure in Cross-Silo Federated Learning. Wenxuan Bao, Haohan Wang, Jun Wu, Jingrui He.☆16Updated last year