HengZhang
61b812d76f
The origin version of FederatedScope |
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| README.md | ||
README.md
Incentive Mechanism in FL
Survey
| Title | Venue | Link | Year |
|---|---|---|---|
| A Comprehensive Survey of Incentive Mechanism for Federated Learning | arxiv | 2021 | |
| A Survey of Incentive Mechanism Design for Federated Learning | IEEE Trans. Emerg. Top. Comput. | 2022 |
2022
| Title | Venue | Link |
|---|---|---|
| Tokenized Incentive for Federated Learning | AAAI |
2021
| Title | Venue | Link |
|---|---|---|
| One for One, or All for All: Equilibria and Optimality of Collaboration in Federated Learning | ICML | |
| Optimality and Stability in Federated Learning: A Game-theoretic Approach | NeurIPS | |
| Toward an Automated Auction Framework for Wireless Federated Learning Services Market | IEEE Trans. Mob. Comput | |
| FAIR: Quality-Aware Federated Learning with Precise User Incentive and Model Aggregation | INFOCOM | |
| DeepChain: Auditable and Privacy-Preserving Deep Learning with Blockchain-Based Incentive | TDSC | |
| An Incentive Mechanism for Cross-Silo Federated Learning: A Public Goods Perspective | INFOCOM |
2020
| Title | Venue | Link |
|---|---|---|
| FMore: An Incentive Scheme of Multi-dimensional Auction for Federated Learning in MEC | ICDCS | |
| Federated Learning for Edge Networks: Resource Optimization and Incentive Mechanism | IEEE Commun. Mag. | |
| Motivating Workers in Federated Learning: A Stackelberg Game Perspective | IEEE Netw. Lett. | |
| A Learning-Based Incentive Mechanism for Federated Learning | IEEE Internet Things J. | |
| A Crowdsourcing Framework for On-Device Federated Learning | IEEE Trans. Wirel. Commun. | |
| A Fairness-aware Incentive Scheme for Federated Learning | AIES | |
| A Sustainable Incentive Scheme for Federated Learning | IEEE Intell. Syst | |
| Hierarchical Incentive Mechanism Design for Federated Machine Learning in Mobile Networks | IEEE Internet Things J |
2019
| Title | Venue | Link |
|---|---|---|
| Record and Reward Federated Learning Contributions with Blockchain | CyberC | |
| Incentive Design for Efficient Federated Learning in Mobile Networks: A Contract Theory Approach | APWCS | |
| Profit Allocation for Federated Learning | BigData | |
| Measure Contribution of Participants in Federated Learning | BigData |