Gaussian Process Modulated Cox Processes under Linear Inequality Constraints

28 February 2019

Papers citing "Gaussian Process Modulated Cox Processes under Linear Inequality Constraints"

11 / 11 papers shown

Title
Exact MCMC for Intractable Proposals Dwija Kakkad Dootika Vats 63 0 0 14 Oct 2024
Error Bounds for a Kernel-Based Constrained Optimal Smoothing Approximation Laurence Grammont François Bachoc A. F. López-Lopera 41 0 0 12 Jul 2024
Exact Bayesian Gaussian Cox Processes Using Random Integral Bingjing Tang Julia Palacios 40 0 0 28 Jun 2024
High-dimensional additive Gaussian processes under monotonicity constraints A. F. López-Lopera François Bachoc O. Roustant 73 9 0 17 May 2022
Aligned Multi-Task Gaussian Process O. Mikheeva Ieva Kazlauskaite Adam Hartshorne Hedvig Kjellström Carl Henrik Ek Neill D. F. Campbell AI4TS 58 2 0 29 Oct 2021
Sensing Cox Processes via Posterior Sampling and Positive Bases Mojmír Mutný Andreas Krause 51 5 0 21 Oct 2021
Sequential construction and dimension reduction of Gaussian processes under constraints François Bachoc A. F. López-Lopera O. Roustant 25 0 0 09 Sep 2020
Integrals over Gaussians under Linear Domain Constraints A. Gessner Oindrila Kanjilal Philipp Hennig 62 30 0 21 Oct 2019
Structured Variational Inference in Continuous Cox Process Models Virginia Aglietti Edwin V. Bonilla Theodoros Damoulas Sally Cripps 77 13 0 07 Jun 2019
Monotonic Gaussian Process Flow Ivan Ustyuzhaninov Ieva Kazlauskaite Carl Henrik Ek Neill D. F. Campbell 95 14 0 30 May 2019
Maximum likelihood estimation for Gaussian processes under inequality constraints François Bachoc A. Lagnoux A. F. López-Lopera 65 24 0 10 Apr 2018