Learning Convex Surrogate Functions on box_socp d=10
6.2Test RelErrPCF
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PCFParams=7532026.04 | 6.2 | 12.4 | 0.343 | 240.5 | 1.68 | |
| DCPParams=12452026.04 | 9.4 | 22.5 | 0.48 | 463.7 | 9.61 | |
| ReLUParams=263712026.04 | 11.7 | 32.8 | 0.533 | 115 | 0.82 | |
| QuadParams=215862026.04 | 15.5 | 21.4 | 0.391 | 105.8 | 1.08 | |
| NormParams=217772026.04 | 16.6 | 32.5 | 0.569 | 119.1 | 1.3 | |
| SoftplusParams=263712026.04 | 17.1 | 71.8 | 0.827 | 114.5 | 0.82 | |
| SOCParams=219682026.04 | 20.2 | 21.8 | 0.395 | 113 | 1.56 |