Probabilistic Block Term Decomposition for the Modelling of Higher-Order Arrays

no code implementations • 4 Oct 2023 • Jesper Løve Hinrich, Morten Mørup

Tensors are ubiquitous in science and engineering and tensor factorization approaches have become important tools for the characterization of higher order structure.

Bayesian Inference

PARAFAC2$\times$N: Coupled Decomposition of Multi-modal Data with Drift in N Modes

1 code implementation • 6 May 2022 • Michael D. Sorochan Armstrong, Jesper Løve Hinrich, A. Paulina de la Mata, James J. Harynuk

Reliable analysis of comprehensive two-dimensional gas chromatography - time-of-flight mass spectrometry (GC$\times$GC-TOFMS) data is considered to be a major bottleneck for its widespread application.