A new preprint is available Revealing Subject-Specific Temporal Patterns from Longitudinal Data.
News
I will be lecturing ACIT4530: Data Mining at Scale: Algorithms and Systems at OsloMet this Spring 2026 semester. Excited to get started!
A new preprint is available Extracting host-specific developmental signatures from longitudinal microbiome data.
Our work tPARAFAC2: Tracking evolving patterns in (incomplete) temporal data is now published!
Our work dCMF: Learning interpretable evolving patterns from temporal multiway data is now published!
I presented at my talk Uncovering evolving patterns in temporal data with tensor decompositions at TRICAP (Three-way Methods in Chemistry and Psychology) 2025 workshop at Ålesund, Norway.
I presented my talk dCMF: Learning interpretable evolving patterns from temporal multiway data at Hidden structures in dynamical systems, optimization, and machine learning workshop at Gran Sasso Science Institute. Exciting!
I presented my poster A time-aware tensor decomposition for concept evolution at Geilo Winter School in (you guessed it) Geilo, Norway.
Our work A Time-Aware Tensor Decomposition for Tracking Evolving Patterns is now published.