Efficient-FedRec: Efficient Federated Learning Framework for Privacy-Preserving News Recommendation
☆58Apr 28, 2024Updated 2 years ago
Alternatives and similar repositories for Efficient-FedRec
Users that are interested in Efficient-FedRec are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Data and code of our paper "Privacy-Preserving News Recommendation Model Learning"☆39Apr 27, 2022Updated 4 years ago
- Papers related to federated learning for recommender system☆32Apr 25, 2021Updated 5 years ago
- [AAAI 2023] Official PyTorch implementation for "Untargeted Attack against Federated Recommendation Systems via Poisonous Item Embeddings…☆27Jan 18, 2023Updated 3 years ago
- The python implementation of our "UA-FedRec: Untargeted Attack on Federated News Recommendation" in KDD 2023.☆20Aug 2, 2022Updated 3 years ago
- ☆59May 12, 2022Updated 3 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.
- Federated Neural Collaborative Filtering (FedNCF). Neural Collaborative Filtering utilizes the flexibility, complexity, and non-linearity…☆44Apr 13, 2023Updated 3 years ago
- A project for collecting and showing the current research progress of FedRec☆143Oct 17, 2023Updated 2 years ago
- Implementation of several news recommendation methods in Pytorch.☆34Jul 1, 2021Updated 4 years ago
- Federated Fairness-aware Recommendation☆14Sep 2, 2022Updated 3 years ago
- Summary of recent news recommendation papers.☆25Feb 2, 2022Updated 4 years ago
- SpyGame: An interactive multi-agent framework to evaluate intelligence with large language models :D☆15Nov 9, 2023Updated 2 years ago
- FedGH: Heterogeneous Federated Learning with Generalized Global Header (MM'23)☆16Aug 6, 2023Updated 2 years ago
- Simplifying Content-Based Neural News Recommendation: On User Modeling and Training Objectives☆15Mar 21, 2025Updated last year
- Recycling Model Updates in Federated Learning: Are Gradient Subspaces Low-Rank?☆15Mar 24, 2022Updated 4 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.
- Poisoning Deep Learning based Recommender Model in Federated Learning Scenarios☆19Apr 27, 2022Updated 4 years ago
- Code for Horizontal Federated Learning blog around Credit Scoring☆10Sep 14, 2020Updated 5 years ago
- This is the code for our paper `Robust Federated Learning with Attack-Adaptive Aggregation' accepted by FTL-IJCAI'21.☆46Jun 12, 2023Updated 2 years ago
- [Preprint] On the Effectiveness of Mitigating Data Poisoning Attacks with Gradient Shaping☆10Feb 27, 2020Updated 6 years ago
- Source code of FedAttack.☆10Feb 9, 2022Updated 4 years ago
- 🔬 [ECML-PKDD'24] This is the source code and baselines of our paper FedHCDR: Federated Cross-Domain Recommendation with Hypergraph Signa…☆25May 28, 2024Updated last year
- Efficient approximation algorithms for Shapley Values in Horizontal Enterprise Federated Learning☆13May 5, 2020Updated 6 years ago
- Source code of FedPrompt☆16May 4, 2022Updated 4 years ago
- ☆19Dec 7, 2020Updated 5 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.
- ☆42Dec 8, 2022Updated 3 years ago
- Official code for the paper "Membership Inference Attacks Against Recommender Systems" (ACM CCS 2021)☆21Oct 8, 2024Updated last year
- The implementation of "Continual Local Training for Better Initialization of Federated Models" (ICIP 2020).☆16May 27, 2020Updated 5 years ago
- This repository collects the latest research progress of Privacy-Preserving Recommender Systems after 2018.☆23Nov 4, 2021Updated 4 years ago
- The source code for the paper "LightFR: Lightweight Federated Recommendation with Privacy-preserving Matrix Factorization".☆19Dec 3, 2023Updated 2 years ago
- implementation of federated neural collaborative filtering algorithm☆10Jul 18, 2023Updated 2 years ago
- ☆17Mar 26, 2022Updated 4 years ago
- Utilities for Python developing and debugging.☆25Dec 1, 2021Updated 4 years ago
- 基于联邦学习的电影推荐系统，采用联邦学习框架FATE1.3.1的水平联邦推荐算法。☆28Apr 20, 2022Updated 4 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.
- PyTorch implementation of FedNova (NeurIPS 2020), and a class of federated learning algorithms, including FedAvg, FedProx.☆229Oct 21, 2020Updated 5 years ago
- Code for ijcai-23 paper "Dual Personalization on Federated Recommendation"☆31Jul 28, 2024Updated last year
- ☆24Dec 8, 2024Updated last year
- FedFR: Joint Optimization Federated Framework for Generic and Personalized Face Recognition (AAAI 2022)☆15Oct 8, 2022Updated 3 years ago
- Repo to reproduce results for Where to Begin? On the Impact of Pre-Training and Initialization in Federated Learning☆25Apr 14, 2023Updated 3 years ago
- This repository collects the latest research progress of Privacy-Preserving Recommender Systems after 2018.☆30Nov 4, 2021Updated 4 years ago
- Practical One-Shot Federated Learning for Cross-Silo Setting☆42May 21, 2021Updated 4 years ago