Research groups / ISMLL
ISMLL
Information Systems & Machine Learning Lab
Machine learning that ships — recommender systems, time series, AutoML, deep learning, neuro-symbolic and high-dimensional ML.
ISMLL is an internationally recognised machine-learning lab. It is the birthplace of Bayesian Personalised Ranking (BPR) and Factorization Machines, and holds the 2025 Web Conference Test-of-Time Award.
Research
- Recommender systems & personalisation
- Time-series forecasting, including irregularly-sampled and foundation-model approaches
- AutoML, hyperparameter optimisation and meta-learning
- Deep learning for tabular and graph-structured data; model compression for LLMs
- Neuro-symbolic and high-dimensional machine learning
ISMLL runs the English-taught, tuition-free International M.Sc. in Data Analytics.