Poisson intensity estimation with reproducing kernels
Despite the fundamental nature of the inhomogeneous Poisson process in the theory and application of stochastic processes, and its attractive generalizations (e.g. Cox process), few tractable nonparametric modeling approaches of intensity functions exist, especially in high dimensional settings. In...
Үндсэн зохиолчид: | Flaxman, S, Teh, Y, Sejdinovic, D |
---|---|
Формат: | Conference item |
Хэвлэсэн: |
AI & Statistics
2017
|
Ижил төстэй зүйлс
Ижил төстэй зүйлс
-
Poisson intensity estimation with reproducing kernels
-н: Flaxman, S, зэрэг
Хэвлэсэн: (2017) -
Bayesian learning of kernel embeddings
-н: Filippi, S, зэрэг
Хэвлэсэн: (2016) -
Bayesian kernel two-sample testing
-н: Zhang, Q, зэрэг
Хэвлэсэн: (2022) -
Causal inference via Kernel deviance measures
-н: Mitrovic, J, зэрэг
Хэвлэсэн: (2018) -
DR-ABC: Approximate Bayesian computation with kernel-based distribution regression
-н: Mitrovic, J, зэрэг
Хэвлэсэн: (2016)