Statements (24)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:mathematics
|
| gptkbp:appliesTo |
gptkb:machine_learning
gptkb:signal_processing statistics |
| gptkbp:hasApplication |
neural networks
optimization statistical inference |
| https://www.w3.org/2000/01/rdf-schema#label |
information geometry
|
| gptkbp:notableContributor |
gptkb:Nihat_Ay
gptkb:Shun-ichi_Amari |
| gptkbp:notableIdea |
gptkb:Bregman_divergence
geodesics affine connections dual connections |
| gptkbp:originatedIn |
1970s
|
| gptkbp:relatedTo |
gptkb:Kullback-Leibler_divergence
gptkb:exponential_family gptkb:statistical_manifold |
| gptkbp:studies |
differential-geometric structure of families of probability distributions
|
| gptkbp:uses |
gptkb:Riemannian_geometry
gptkb:Fisher_information_metric |
| gptkbp:bfsParent |
gptkb:Kullback–Leibler_divergence
gptkb:exponential_family |
| gptkbp:bfsLayer |
5
|