Large-Scale Cox Process Inference using Variational Fourier Features

3 April 2018

Papers citing "Large-Scale Cox Process Inference using Variational Fourier Features"

13 / 13 papers shown

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
Causal Modeling of Policy Interventions From Sequences of Treatments and Outcomes Caglar Hizli S. T. John A. Juuti Tuure Saarinen Kirsi Pietiläinen Pekka Marttinen CML 65 1 0 09 Sep 2022
Variational Nearest Neighbor Gaussian Process Luhuan Wu Geoff Pleiss John P. Cunningham BDL 94 15 0 03 Feb 2022
The Minecraft Kernel: Modelling correlated Gaussian Processes in the Fourier domain F. Simpson A. Boukouvalas Václav Cadek E. Sarkans N. Durrande 43 3 0 11 Mar 2021
Posterior Contraction Rates for Gaussian Cox Processes with Non-identically Distributed Data James A. Grant David S. Leslie 49 1 0 20 Jun 2019
Adaptive Sensor Placement for Continuous Spaces James A Grant A. Boukouvalas Ryan-Rhys Griffiths David S Leslie Sattar Vakili Enrique Munoz de Cote 54 13 0 16 May 2019
Know Your Boundaries: Constraining Gaussian Processes by Variational Harmonic Features Arno Solin Manon Kok 71 23 0 10 Apr 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
Bayesian Layers: A Module for Neural Network Uncertainty Dustin Tran Michael W. Dusenberry Mark van der Wilk Danijar Hafner UQCV BDL 128 124 0 10 Dec 2018
Adaptive Policies for Perimeter Surveillance Problems James A. Grant David S. Leslie K. Glazebrook R. Szechtman Adam N. Letchford 61 13 0 04 Oct 2018
Efficient Bayesian Inference of Sigmoidal Gaussian Cox Processes Christian Donner Manfred Opper 89 36 0 02 Aug 2018
Efficient Inference in Multi-task Cox Process Models Virginia Aglietti Theodoros Damoulas Edwin V. Bonilla 70 8 0 24 May 2018
Generic Inference in Latent Gaussian Process Models Edwin V. Bonilla K. Krauth Amir Dezfouli BDL 64 28 0 02 Sep 2016