High-dimensional additive Gaussian processes under monotonicity constraints

17 May 2022

Papers citing "High-dimensional additive Gaussian processes under monotonicity constraints"

5 / 5 papers shown

Title
Bayesian Optimization with Preference Exploration by Monotonic Neural Network Ensemble Hanyang Wang Juergen Branke Matthias Poloczek 97 0 0 30 Jan 2025
Monotonic warpings for additive and deep Gaussian processes Chang Liu Lauren J. Beesley Annie S. Booth Robert B. Gramacy Yan Zhao 20 2 0 02 Aug 2024
Error Bounds for a Kernel-Based Constrained Optimal Smoothing Approximation Laurence Grammont F. Bachoc A. F. López-Lopera 15 0 0 12 Jul 2024
Gaussian Process Regression with Soft Inequality and Monotonicity Constraints Didem Kochan Xiu Yang 13 0 0 03 Apr 2024
Kernel Multigrid: Accelerate Back-fitting via Sparse Gaussian Process Regression Lu Zou Liang Ding 29 0 0 20 Mar 2024