Can I read Poisson Intensity Estimation via RKHS on EtoBox?

Poisson Intensity Estimation via RKHS by qikangliao is a document available to read on EtoBox.

What is Poisson Intensity Estimation via RKHS about?

This paper presents a novel approach for estimating the intensity of inhomogeneous Poisson processes using Reproducing Kernel Hilbert Spaces (RKHS). The authors develop a computationally tractable RKHS formulation that allows for nonparametric modeling of intensity functions, overcoming limitations of traditional methods in high-dimensional spaces. The proposed method demonstrates strong performance across various synthetic and real-world datasets, making it a significant advancement in the field of nonpara

Author

qikangliao

Language

EN