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cox process

11 papers

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Co-occurring keywords

gaussian process (1200) bayesian inference (1907) poisson process (35) variational inference (2069) intensity estimation (24) point process (109) neyman-scott process (4) inhomogeneous poisson process (2) permanental process (5) reproducing kernel hilbert space (334)

Papers

Virtual-Event-Based Posterior Sampling and Inference for Neyman-Scott Processes JMLR 2024
Survival Permanental Processes for Survival Analysis with Time-Varying Covariates NIPS 2023
Deep Neyman-Scott Processes AISTATS 2022
Structured Variational Inference in Continuous Cox Process Models NIPS 2019
Gaussian Process Modulated Cox Processes under Linear Inequality Constraints AISTATS 2019
Efficient Bayesian Inference of Sigmoidal Gaussian Cox Processes JMLR 2018
Markov Modulated Gaussian Cox Processes for Semi-Stationary Intensity Modeling of Events Data ICML 2018
Large-Scale Cox Process Inference using Variational Fourier Features ICML 2018
Poisson intensity estimation with reproducing kernels AISTATS 2017
Fast Bayesian Intensity Estimation for the Permanental Process ICML 2017
Optimality of Poisson Processes Intensity Learning with Gaussian Processes JMLR 2015