Gaussian Process

Gaussian Process : introduction

    Gaussian process Wikipedia   Kriging Wikipedia   Regression-kriging Wikipedia           Gaussian Processes: A Quick Introduction Mark Ebden     Basics of Gaussian Processes       Gaussian Processes in Practice Workshop Bletchley Park, U.K. 12 – 13 June 2006     Gaussian Processes for Dummies Katherine Bailey     … Read more

Gaussian Process & Genetic Algorithm

Evolving Optimal Neural Networks Using Genetic Algorithms with Occam’s Razor – Byoung-Tak Zhang, Heinz Miihlenbeinl – Complex Systems 7 (1993) 199-220  

Keith Dalbey

Video : UQ12 – MS1-3 Effective and Efficient Handling of Ill-Conditioned Correlation Matrices in Kriging and Gradient Enhanced Kriging Emulators through Pivoted Cholesky Factorization Effective & Efficient Handling of Ill – Conditioned Correlation Matrices in Kriging & Gradient Enhanced Kriging Emulators Through Pivoted Cholesky Factorization Efficient and Robust Gradient Enhanced Kriging Emulators Using Statistical and … Read more

Gaussian Process : Papers

A Metamodeling Method Using Dynamic Kriging and Sequential Sampling Scalable Gaussian Process Regression Using Deep Neural Networks VARIATIONAL AUTO-ENCODED DEEP GAUSSIAN PROCESSES Deep Kernel Learning Training Deep Gaussian Processes using Stochastic Expectation Propagation and Probabilistic Backpropagation Deep Gaussian Processes for Regression using Approximate Expectation Propagation Warped Gaussian Processes Occupancy Mapping with Uncertain Inputs Introduction to … Read more