[ICLR'24] Heterogeneous Personalized Federated Learning by Local-Global Updates Mixing via Convergence Rate
☆13Jun 17, 2025Updated 9 months ago
Alternatives and similar repositories for HeteroPFL
Users that are interested in HeteroPFL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for pFedFDA: Personalized Federated Learning via Feature Distribution Adaptation (NeurIPS 2024)☆19Nov 14, 2024Updated last year
- ☆16Aug 25, 2021Updated 4 years ago
- ☆19Nov 17, 2023Updated 2 years ago
- The is the official implementation of ICCV 2023 paper "No Fear of Classifier Biases: Neural Collapse Inspired Federated Learning with Syn…☆28Oct 27, 2023Updated 2 years ago
- ☆15Dec 15, 2023Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Official implementation of Resisting Backdoor Attacks in Federated Learning via Bidirectional Elections and Individual Perspective☆13Sep 4, 2024Updated last year
- The is the official implementation of ICML 2023 paper "Revisiting Weighted Aggregation in Federated Learning with Neural Networks".☆64Aug 28, 2023Updated 2 years ago
- Official Implementation of "Lurking in the shadows: Unveiling Stealthy Backdoor Attacks against Personalized Federated Learning"☆12Feb 10, 2025Updated last year
- [CVPR 2024] Official Repository for "FedSelect: Personalized Federated Learning with Customized Selection of Parameters for Fine-Tuning"☆34Nov 4, 2024Updated last year
- YOLO-TLP: detected and classified tiny objects with bounding box dimensions smaller than 15 pixels, outperforming other one-stage detecto…☆22Oct 6, 2025Updated 5 months ago
- [MICCAI2023] Client-Level Differential Privacy via Adaptive Intermediary in Federated Medical Imaging☆15Aug 2, 2024Updated last year
- Global and Local Prompts Cooperation via Optimal Transport for Federated Learning☆51Apr 3, 2024Updated last year
- Repo for the paper: PerAda: Parameter-Efficient Federated Learning Personalization with Generalization Guarantees (CVPR 2024)☆23Aug 14, 2024Updated last year
- Paper List for Personalized Federated Learning (PFL)☆15Jul 23, 2024Updated last year
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- [AAAI 2025] Label-Free Backdoor Attacks in Vertical Federated Learning☆20Apr 14, 2025Updated 11 months ago
- Official repository for Local Learning Matters: Rethinking Data Heterogeneity in Federated Learning [CVPR 2022 Oral, Best Paper Finalist]☆61Sep 15, 2022Updated 3 years ago
- Simplified Implementation of FedPAC☆62Nov 30, 2023Updated 2 years ago
- Federated Learning with Partial Model Personalization☆42Jul 9, 2022Updated 3 years ago
- Code for ICLR 2023 Paper Better Generative Replay for Continual Federated Learning☆33Apr 23, 2023Updated 2 years ago
- The Code for "Federated Recommender with Additive Personalization"☆40May 28, 2025Updated 10 months ago
- Long-tail Augmented Graph Contrastive Learning for Recommendation, ECML/PKDD 2023☆12Sep 22, 2023Updated 2 years ago
- The code repository for "Multi-layer Rehearsal Feature Augmentation for Class-Incremental Learning" (ICML24)☆11Jun 7, 2024Updated last year
- Official codes of KDD'24 paper "HiFGL: A Hierarchical Framework for Cross-silo Cross-device Federated Graph Learning"☆10Sep 4, 2024Updated last year
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- An implementation for "Federated Learning with Non-IID Data via Local Drift Decoupling and Correction"☆88Mar 22, 2022Updated 4 years ago
- ☆20Jul 2, 2024Updated last year
- ☆14Jan 3, 2024Updated 2 years ago
- Fine-tune GPT models ready-to-go☆22May 18, 2024Updated last year
- ☆18Feb 2, 2022Updated 4 years ago
- ☆14May 31, 2025Updated 9 months ago
- [NeurIPS 2023]Federated Learning with Bilateral Curation for Partially Class-Disjoint Data☆14Aug 1, 2025Updated 7 months ago
- [IEEE TMI'23] IOP-FL: Inside-Outside Personalization for Federated Medical Image Segmentation☆12Apr 2, 2023Updated 2 years ago
- Codes for the paper FedCor: Correlation-Based Active Client Selection Strategy for Heterogeneous Federated Learning☆47Feb 11, 2023Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Analysis of evidential models☆15Jun 22, 2023Updated 2 years ago
- A repository to introduce the algorithmic information theory. You could learn what is Kolmogorov complexity and why it is important here.☆13Jul 23, 2025Updated 8 months ago
- Official implementation for KDD25 paper "GraphLoRA: Structure-Aware Contrastive Low-Rank Adaptation for Cross-Graph Transfer Learning"☆22Jul 10, 2025Updated 8 months ago
- Official Code for PACDA (CVPR Workshop - 4th CLVision)☆12Jun 13, 2023Updated 2 years ago
- ☆13Feb 20, 2024Updated 2 years ago
- (CVPR 2024) Official Implementation of "FedSOL: Stabilized Orthogonal Learning with Proximal Restrictions in Federated Learning"☆16Jun 28, 2024Updated last year
- The official implantation of SGPT (CVPR2024)☆17Jul 15, 2024Updated last year