Learning Convex Surrogate Functions on simplex_socp d=10
6.5Test Relative ErrorPCF
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PCFParams=7532026.04 | 6.5 | 0.093 | 0.276 | 236.3 | 4.28 | |
| QuadParams=215862026.04 | 8.4 | 0.091 | 0.268 | 106.4 | 2.9 | |
| SoftplusParams=263712026.04 | 8.5 | 0.234 | 0.388 | 114.8 | 2.62 | |
| NormParams=217772026.04 | 8.8 | 0.102 | 0.276 | 107.3 | 3.15 | |
| DCPParams=12452026.04 | 10.1 | 0.17 | 0.373 | 464.5 | 11.99 | |
| ReLUParams=263712026.04 | 11 | 0.086 | 0.263 | 114.7 | 2.66 | |
| SOCParams=219682026.04 | 12.1 | 0.091 | 0.27 | 132.8 | 3.26 |