Tractable nonparametric bayesian inference in poisson processes with Gaussian process intensities

Keyphrases

• Poisson Process 100%
• Gaussian Process 100%
• Intensity Process 100%
• Gaussian Cox Process 100%
• Bayesian Nonparametric Inference 100%
• Synthetic Data 33%
• Markov Chain Monte Carlo 33%
• Generative Models 33%
• Infinite Dimension 33%
• Non-homogeneous Poisson Process 33%
• Random Function 33%
• Prior Distribution 33%
• Point Process 33%
• Likelihood-free Inference 33%
• Tractable Inference 33%
• Bayesian Nonparametric Modeling 33%
• Doubly Stochastic Poisson Process 33%
• Poisson Data 33%

Mathematics

• Gaussian Distribution 100%
• Cox Process 100%
• Gaussian Process 100%
• Bayesian Inference 100%
• Synthetic Data 33%
• Point Process 33%
• Markov Chain Monte Carlo 33%
• Bayesian 33%
• Apply It 33%
• Random Function 33%
• Real-World Data 33%
• Doubly Stochastic Poisson Process 33%
• Inhomogeneous Poisson Process 33%