notesum.ai
Published at October 23Federated Transformer: Multi-Party Vertical Federated Learning on Practical Fuzzily Linked Data
cs.DC
cs.AI
Released Date: October 23, 2024
Authors: Zhaomin Wu1, Junyi Hou1, Yiqun Diao1, Bingsheng He1
Aff.: 1National University of Singapore

| Algorithm | house | bike | hdb |
|---|---|---|---|
| Solo | 73.27 ± 0.16 | 244.33 ± 0.75 | 33.97 ± 0.61 |
| Top1Sim | 58.54 ± 0.35 | 256.19 ± 1.39 | 31.56 ± 0.21 |
| FedSim | 42.12 ± 0.23 | 235.67 ± 0.27 | 27.13 ± 0.06 |
| FeT | 39.75 ± 0.29 | 232.98 ± 0.62 | 26.94 ± 0.15 |