Decentral and incentivized federated learning frameworks: A systematic literature review L Witt, M Heyer, K Toyoda, W Samek, D Li IEEE Internet of Things Journal 10 (4), 3642-3663, 2022 | 43 | 2022 |
Reward-based 1-bit compressed federated distillation on blockchain L Witt, U Zafar, KY Shen, F Sattler, D Li, W Samek arXiv preprint arXiv:2106.14265, 2021 | 5 | 2021 |
Decentralized and Incentivized Federated Learning: A Blockchain-Enabled Framework Utilising Compressed Soft-Labels and Peer Consistency L Witt, U Zafar, KY Shen, F Sattler, D Li, S Wang, W Samek IEEE Transactions on Services Computing, 2023 | 2 | 2023 |
Blockchain and Artificial Intelligence: Synergies and Conflicts L Witt, AT Fortes, K Toyoda, W Samek, D Li arXiv preprint arXiv:2405.13462, 2024 | | 2024 |