Online Convex Optimization on Online Convex Optimization Theoretical
1Constraint ViolationLi et al
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Li et alConstraints=affine (static), Loss=convex, Memory (Obj.)=true, Memory (Constr.)=true, Predictions=false2026.03 | 1 | — | |
| Lekeufack et alConstraints=adversarial, Loss=convex, Memory (Obj.)=false, Memory (Constr.)=false, Predictions=true2026.03 | 1 | — | |
| This workConstraints=adversarial, Loss=convex, Memory (Obj.)=true, Memory (Constr.)=false, Predictions=true2026.03 | 1 | — | |
| This workConstraints=ad. separable, Loss=ad. separable, Memory (Obj.)=true, Memory (Constr.)=false, Predictions=true2026.03 | 1 | — | |
| This workConstraints=ad. separable, Loss=ad. separable, Memory (Obj.)=true, Memory (Constr.)=true, Predictions=true2026.03 | 1 | — | |
| Liu et alConstraints=adversarial, Loss=convex, Memory (Obj.)=true, Memory (Constr.)=true, Predictions=false2026.03 | 2 | 2 | |
| This workConstraints=adversarial, Loss=convex, Memory (Obj.)=true, Memory (Constr.)=false, Predictions=false2026.03 | 3 | 3 | |
| This workConstraints=adversarial, Loss=convex, Memory (Obj.)=true, Memory (Constr.)=true, Predictions=false2026.03 | 3 | 3 | |
| Anava et alConstraints=none, Loss=convex, Memory (Obj.)=true, Memory (Constr.)=false, Predictions=false2026.03 | — | 3 |