Optimality of Poisson processes intensity learning with Gaussian processes

zbMath1351.68218arXiv1409.5103MaRDI QIDQ2788391

Harry van Zanten, Alisa Kirichenko

Publication date: 19 February 2016

Full work available at URL: https://arxiv.org/abs/1409.5103

zbMATH Keywords

inhomogeneous Poisson processadaptation to smoothnessGaussian process prioroptimal ratesBayesian intensity learning

Mathematics Subject Classification ID

Gaussian processes (60G15) Bayesian inference (62F15) Learning and adaptive systems in artificial intelligence (68T05) Point processes (e.g., Poisson, Cox, Hawkes processes) (60G55)

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