Learning Convex Surrogate Functions on budget_twocone_socp d=10
0.033Test Relative ErrorNorm
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| NormParams=217772026.04 | 0.033 | 0.24 | 0.477 | 126.7 | 3.21 | |
| SOCParams=219682026.04 | 0.035 | 0.228 | 0.461 | 134.3 | 3.33 | |
| PCFParams=7532026.04 | 0.038 | 0.217 | 0.422 | 234.9 | 4.45 | |
| QuadParams=215862026.04 | 0.046 | 0.228 | 0.468 | 110 | 3.01 | |
| SoftplusParams=263712026.04 | 0.049 | 0.676 | 0.749 | 109.9 | 2.69 | |
| ReLUParams=263712026.04 | 0.05 | 0.249 | 0.483 | 113.4 | 2.74 | |
| DCPParams=12452026.04 | 0.064 | 0.516 | 0.674 | 464.3 | 12.39 |