empirical Rademacher complexity
GPTKB entity
Statements (14)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
statistical learning theory concept
|
| gptkbp:definedIn |
finite sample
|
| gptkbp:dependsOn |
sample
function class |
| https://www.w3.org/2000/01/rdf-schema#label |
empirical Rademacher complexity
|
| gptkbp:measures |
ability to fit random noise
capacity of a function class |
| gptkbp:namedAfter |
gptkb:Hans_Rademacher
|
| gptkbp:relatedTo |
gptkb:Rademacher_complexity
|
| gptkbp:usedFor |
generalization bounds
|
| gptkbp:usedIn |
gptkb:machine_learning
learning theory |
| gptkbp:bfsParent |
gptkb:Rademacher_complexity
|
| gptkbp:bfsLayer |
6
|