Publication entry:

From Knots to Knobs: Towards Steerable Collaborative Filtering Using Sparse Autoencoders

Full citation: Spišák, M., Peška, L., Škoda, P., Vančura, V., & Alves, R. (2026). From knots to knobs: Towards steerable collaborative filtering using sparse autoencoders. arXiv Preprint arXiv:2601.11182.
BibTeX citation file download: spisak2026knots.bib

Internal authors

Ladislav Peška

Associate professor

Petr Škoda

Researcher

Martin Spišák

Assistant researcher

Vojtěch Vančura

Researcher

Research topics

Recommender systems

Software that estimates, models and evaluates user preferences and needs, producing viable recommendations of items such as multimedia or goods that would match user interests.