Statements (19)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:mathematical_concept
|
| gptkbp:allows |
splitting of mass
|
| gptkbp:appliesTo |
optimal transport problem
|
| gptkbp:basisFor |
gptkb:Earth_mover's_distance
Wasserstein distance |
| gptkbp:contrastsWith |
Monge formulation (which requires deterministic mapping)
|
| gptkbp:field |
gptkb:mathematics
|
| gptkbp:generalizes |
Monge formulation
|
| https://www.w3.org/2000/01/rdf-schema#label |
Kantorovich relaxation
|
| gptkbp:introducedIn |
1942
|
| gptkbp:involves |
cost function
transport plan |
| gptkbp:namedAfter |
gptkb:Leonid_Kantorovich
|
| gptkbp:relatedTo |
gptkb:Monge_problem
|
| gptkbp:usedIn |
gptkb:machine_learning
gptkb:probability_theory mathematical optimization |
| gptkbp:bfsParent |
gptkb:Monge–Kantorovich_problem
|
| gptkbp:bfsLayer |
7
|