scientific article; zbMATH DE number 7008323

zbMath1480.62054arXiv1808.00831MaRDI QIDQ4614106

Christian Donner, Manfred Opper

Publication date: 30 January 2019

Full work available at URL: https://arxiv.org/abs/1808.00831

Title: zbMATH Open Web Interface contents unavailable due to conflicting licenses.

zbMATH Keywords

Gaussian processPoisson processCox processdata augmentationvariational inference

Mathematics Subject Classification ID

Gaussian processes (60G15) Bayesian inference (62F15)

Related Items (3)

GP-ETAS: semiparametric Bayesian inference for the spatio-temporal epidemic type aftershock sequence model ⋮ Affine-invariant ensemble transform methods for logistic regression ⋮ Unnamed Item

Uses Software

• BayesLogit
• TensorFlow
• GPflow
• Adam
• PRMLT

Cites Work

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• Simulation of nonhomogeneous poisson processes by thinning
• Maximum likelihood analysis of spike trains of interacting nerve cells
• Space-time point-process models for earthquake occurrences
• Poisson intensity estimation with reproducing kernels
• Spatiotemporal Prediction for Log-Gaussian Cox Processes
• Sparse On-Line Gaussian Processes
• Optimality of Poisson processes intensity learning with Gaussian processes
• Multivariate Hawkes processes: an application to financial data
• Variational estimation of the drift for stochastic differential equations from the empirical density
• Log Gaussian Cox Processes
• Bayesian Inference for Logistic Models Using Pólya–Gamma Latent Variables
• Spectra of some self-exciting and mutually exciting point processes

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