Statements (18)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:algorithm
stochastic approximation method |
| gptkbp:field |
gptkb:machine_learning
gptkb:mathematics statistics |
| https://www.w3.org/2000/01/rdf-schema#label |
Robbins–Monro algorithm
|
| gptkbp:introduced |
gptkb:Herbert_Robbins
gptkb:Sutton_Monro |
| gptkbp:introducedIn |
1951
|
| gptkbp:namedAfter |
gptkb:Herbert_Robbins
gptkb:Sutton_Monro |
| gptkbp:notablePublication |
gptkb:Annals_of_Mathematical_Statistics,_1951
|
| gptkbp:purpose |
find roots of equations with noisy observations
|
| gptkbp:relatedTo |
gptkb:Kiefer–Wolfowitz_algorithm
optimization stochastic gradient descent |
| gptkbp:bfsParent |
gptkb:Herbert_Robbins
|
| gptkbp:bfsLayer |
6
|