Statements (23)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:mathematical_concept
|
| gptkbp:compatibleWith |
gptkb:Metric
symmetric satisfying triangle inequality |
| gptkbp:definedIn |
convex function
|
| gptkbp:describes |
distance between points in a convex function's domain
|
| gptkbp:field |
gptkb:information_theory
gptkb:mathematics statistics |
| gptkbp:form |
D_F(p, q) = F(p) - F(q) - ⟨∇F(q), p - q⟩
|
| gptkbp:generalizes |
gptkb:Kullback–Leibler_divergence
gptkb:Itakura–Saito_distance squared Euclidean distance |
| gptkbp:hasProperty |
non-negativity
zero only when arguments are equal |
| https://www.w3.org/2000/01/rdf-schema#label |
Bregman divergence
|
| gptkbp:introducedIn |
1967
|
| gptkbp:namedAfter |
gptkb:Lev_M._Bregman
|
| gptkbp:usedIn |
gptkb:machine_learning
optimization clustering |
| gptkbp:bfsParent |
gptkb:information_geometry
|
| gptkbp:bfsLayer |
6
|