Deterministic error bounds for kernel-based learning techniques under bounded noise

10 August 2020

Papers citing "Deterministic error bounds for kernel-based learning techniques under bounded noise"

4 / 4 papers shown

Title
Gaussian Process Uniform Error Bounds with Unknown Hyperparameters for Safety-Critical Applications A. Capone Armin Lederer Sandra Hirche 29 18 0 06 Sep 2021
Learning-enhanced robust controller synthesis with rigorous statistical and control-theoretic guarantees Christian Fiedler C. Scherer Sebastian Trimpe 24 15 0 07 May 2021
Practical and Rigorous Uncertainty Bounds for Gaussian Process Regression Christian Fiedler C. Scherer Sebastian Trimpe GP 26 65 0 06 May 2021
Distributed Bayesian Online Learning for Cooperative Manipulation P. B. G. Dohmann Armin Lederer Marcel Dissemond Sandra Hirche OffRL 17 5 0 09 Apr 2021