activity
20202024
most citedPosition: Tensor Networks are a Valuable Asset for Green AI

2 citations · 3 across the 5 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

stat.ML2023

Projecting basis functions with tensor networks for Gaussian process regression

Clara Menzen, Eva Memmel, Kim Batselier +1

This paper presents a method for approximate Gaussian process (GP) regression with tensor networks (TNs). A parametric approximation of a GP uses a linear combination of basis func…

stat.ML2023★ 1 cited

Large-scale magnetic field maps using structured kernel interpolation for Gaussian process regression

Clara Menzen, Marnix Fetter, Manon Kok

We present a mapping algorithm to compute large-scale magnetic field maps in indoor environments with approximate Gaussian process (GP) regression. Mapping the spatial variations i…