scientific article; zbMATH DE number 7255086

zbMath1498.68223arXiv1911.06048MaRDI QIDQ4969101

Simon Bartels, Philipp Hennig

Publication date: 5 October 2020

Full work available at URL: https://arxiv.org/abs/1911.06048

Title: zbMATH Open Web Interface contents unavailable due to conflicting licenses.

zbMATH Keywords

Gaussian processeskernel methodsconjugate gradientslow-rank approximationprobabilistic numerics

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Inference from stochastic processes and prediction (62M20) Gaussian processes (60G15) Linear regression; mixed models (62J05) Learning and adaptive systems in artificial intelligence (68T05)

Uses Software

• UCI-ml
• GPML

Cites Work

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• Hilbert space methods for reduced-rank Gaussian process regression
• Analysis of the symmetric Lanczos algorithm with reorthogonalization methods
• The ubiquitous Kronecker product
• Sparse On-Line Gaussian Processes
• Probabilistic Interpretation of Linear Solvers
• Mixture of Experts Classification Using a Hierarchical Mixture Model
• The Elimination Matrix: Some Lemmas and Applications
• The intrinsic random functions and their applications
• Numerical Optimization
• Probabilistic numerics and uncertainty in computations
• Ridge Regression: Biased Estimation for Nonorthogonal Problems
• Methods of conjugate gradients for solving linear systems