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stat.ML2026
Identication and Estimation of Nonsymmetric Determinantal Point Processes
Christian Gouriéroux, Yang Lu
Determinantal point processes (DPPs) provide tractable distributions for nite random sets, but the usual symmetric-kernel specication imposes nonpositive pairwise dependence. Stati…
stat.ML2025
A simple estimator of the correlation kernel matrix of a determinantal point process
Christian Gouriéroux, Yang Lu
The Determinantal Point Process (DPP) is a parameterized model for multivariate binary variables, characterized by a correlation kernel matrix. This paper proposes a closed form es…