JOURNAL ARTICLE
Bayesian generative kernel Gaussian process regression
Sin‐Chi KuokS. YaoKa‐Veng YuenWang‐Ji YanMark Girolami
Year: 2025 Journal: Mechanical Systems and Signal Processing Vol: 227 Pages: 112395-112395 Publisher: Elsevier BV
Keywords:
Kernel regression Gaussian process Generative grammar Kriging Bayesian probability Kernel (algebra) Artificial intelligence Pattern recognition (psychology) Computer science Regression Mathematics Generative model Machine learning Gaussian Statistics Physics
Metrics
7
Cited By
33.74
FWCI (Field Weighted Citation Impact)
69
Refs
0.99
Citation Normalized Percentile
Is in top 1%
Is in top 10%
Citation History
Topics
Gaussian Processes and Bayesian Inference
Physical Sciences → Computer Science → Artificial Intelligence
Control Systems and Identification
Physical Sciences → Engineering → Control and Systems Engineering
Advanced Multi-Objective Optimization Algorithms
Physical Sciences → Computer Science → Computational Theory and Mathematics
Related Documents
JOURNAL ARTICLE
Scalable Variational Bayesian Kernel Selection for Sparse Gaussian Process Regression
Tong TengJie ChenYehong ZhangBryan Kian Hsiang Low
Journal: Proceedings of the AAAI Conference on Artificial Intelligence Year: 2020 Vol: 34 (04)Pages: 5997-6004
JOURNAL ARTICLE
Sparse inverse kernel Gaussian Process regression
Kamalika DasAshok N. Srivastava
Journal: Statistical Analysis and Data Mining The ASA Data Science Journal Year: 2013 Vol: 6 (3)Pages: 205-220
JOURNAL ARTICLE
Longitudinal Deep Kernel Gaussian Process Regression
Junjie LiangYanting WuDongkuan XuVasant Honavar
Journal: Proceedings of the AAAI Conference on Artificial Intelligence Year: 2021 Vol: 35 (10)Pages: 8556-8564
JOURNAL ARTICLE
Comparative Study of Linear Kernel and Gaussian Kernel in Gaussian Process Regression
Year: 2023 Vol: 2 (1)
JOURNAL ARTICLE
Quantum Gaussian process regression for Bayesian optimization
Journal: Quantum Machine Intelligence Year: 2024 Vol: 6 (1)