8 citations · 8 across the 2 of their papers we have counts for
2 papers
cs.LG2025
Comparison of Data Reduction Criteria for Online Gaussian Processes
Thore Wietzke, Knut Graichen
Gaussian Processes (GPs) are widely used for regression and system identification due to their flexibility and ability to quantify uncertainty. However, their computational complex…
eess.SY2024★ 8 cited
Occupancy Prediction for Building Energy Systems with Latent Force Models
Thore Wietzke, Jan Gall, Knut Graichen
This paper presents a new approach to predict the occupancy for building energy systems (BES). A Gaussian Process (GP) is used to model the occupancy and is represented as a state…