Robust and Conjugate Gaussian Process Regression

1 November 2023

Papers citing "Robust and Conjugate Gaussian Process Regression"

9 / 9 papers shown

Title
Decision Making under Model Misspecification: DRO with Robust Bayesian Ambiguity Sets Charita Dellaporta Patrick O'Hara Theodoros Damoulas 40 0 0 06 May 2025
Robust Gaussian Processes via Relevance Pursuit Sebastian Ament Elizabeth Santorella David Eriksson Ben Letham Maximilian Balandat E. Bakshy GP 39 0 0 08 Jan 2025
Predictive performance of power posteriors Yann McLatchie Edwin Fong David T. Frazier Jeremias Knoblauch 29 2 0 16 Aug 2024
On the Robustness of Kernel Goodness-of-Fit Tests Xing Liu F. Briol OOD 75 4 0 11 Aug 2024
Outlier-robust Kalman Filtering through Generalised Bayes Gerardo Duran-Martín Matias Altamirano Alexander Y. Shestopaloff Leandro Sánchez-Betancourt Jeremias Knoblauch Matt Jones F. Briol Kevin P. Murphy 60 8 0 09 May 2024
Generalized Variational Inference in Function Spaces: Gaussian Measures meet Bayesian Deep Learning Veit Wild Robert Hu Dino Sejdinovic BDL 51 11 0 12 May 2022
Misspecified Gaussian Process Bandit Optimization Ilija Bogunovic Andreas Krause 53 42 0 09 Nov 2021
Estimation of the Scale Parameter for a Misspecified Gaussian Process Model Toni Karvonen 29 4 0 06 Oct 2021
MMD-Bayes: Robust Bayesian Estimation via Maximum Mean Discrepancy Badr-Eddine Chérief-Abdellatif Pierre Alquier 56 72 0 29 Sep 2019