determinantal point process

GPTKB entity

Statements (15)
Predicate Object
gptkbp:instanceOf gptkb:organization
point process
gptkbp:application diversity sampling
subset selection
gptkbp:characterizedBy kernel matrix
https://www.w3.org/2000/01/rdf-schema#label determinantal point process
gptkbp:introduced gptkb:Macchi_(1975)
gptkbp:mathematical_property probability of subset proportional to determinant of kernel submatrix
gptkbp:property models repulsion between points
gptkbp:relatedTo eigenvalues of random matrices
gptkbp:used_in gptkb:machine_learning
random matrix theory
statistical physics
gptkbp:bfsParent gptkb:Gaussian_Unitary_Ensemble
gptkbp:bfsLayer 6