Efficient Bayesian Inference of Sigmoidal Gaussian Cox Processes

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Efficient Bayesian Inference of Sigmoidal Gaussian Cox Processes

2 August 2018

Christian Donner

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Papers citing "Efficient Bayesian Inference of Sigmoidal Gaussian Cox Processes"

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Title
K $^2$ IE: Kernel Method-based Kernel Intensity Estimators for Inhomogeneous Poisson Processes Hideaki Kim Tomoharu Iwata Akinori Fujino 23 0 0 30 May 2025
Federated Neural Nonparametric Point Processes Hui Chen Hengyu Liu Hengyu Liu Xuhui Fan Zhilin Zhao Feng Zhou Christopher J. Quinn Longbing Cao FedML 98 0 0 08 Oct 2024
Nonstationary Sparse Spectral Permanental Process Zicheng Sun Yixuan Zhang Zenan Ling Xuhui Fan Feng Zhou 38 0 0 04 Oct 2024
Conjugate Bayesian Two-step Change Point Detection for Hawkes Process Zeyue Zhang Xiaoling Lu Feng Zhou 30 1 0 26 Sep 2024
Exact Bayesian Gaussian Cox Processes Using Random Integral Bingjing Tang Julia Palacios 37 0 0 28 Jun 2024
Bayesian Optimization through Gaussian Cox Process Models for Spatio-temporal Data Yongsheng Mei Mahdi Imani Tian-Shing Lan GP 80 5 0 25 Jan 2024
Heterogeneous Multi-Task Gaussian Cox Processes Feng Zhou Quyu Kong Zhijie Deng Fengxiang He Peng Cui Jun Zhu 92 2 0 29 Aug 2023
Scalable and adaptive variational Bayes methods for Hawkes processes Déborah Sulem Vincent Rivoirard Judith Rousseau 68 0 0 01 Dec 2022
Case Studies for Computing Density of Reachable States for Safe Autonomous Motion Planning Yue Meng Zeng Qiu Md Tawhid Bin Waez Chuchu Fan 54 5 0 16 Sep 2022
Deep Neyman-Scott Processes Chengkuan Hong C. Shelton 119 5 0 06 Nov 2021
Sensing Cox Processes via Posterior Sampling and Positive Bases Mojmír Mutný Andreas Krause 50 5 0 21 Oct 2021
Learning Density Distribution of Reachable States for Autonomous Systems Yue Meng Dawei Sun Zeng Qiu Md Tawhid Bin Waez Chuchu Fan 115 19 0 14 Sep 2021
Nonlinear Hawkes Process with Gaussian Process Self Effects Noa Malem-Shinitski C. Ojeda Manfred Opper SyDa 27 2 0 20 May 2021
Efficient Inference of Flexible Interaction in Spiking-neuron Networks Feng Zhou Yixuan Zhang Jun Zhu 15 0 0 23 Jun 2020
Fast and Flexible Temporal Point Processes with Triangular Maps Oleksandr Shchur Nicholas Gao Marin Bilovs Stephan Günnemann 115 35 0 22 Jun 2020
Automated Augmented Conjugate Inference for Non-conjugate Gaussian Process Models Théo Galy-Fajou F. Wenzel Manfred Opper 57 4 0 26 Feb 2020
Structured Variational Inference in Continuous Cox Process Models Virginia Aglietti Edwin V. Bonilla Theodoros Damoulas Sally Cripps 72 13 0 07 Jun 2019
Gaussian Process Modulated Cox Processes under Linear Inequality Constraints A. F. López-Lopera S. T. John N. Durrande 74 16 0 28 Feb 2019