Scalable Linear Shallow Autoencoder for Collaborative Filtering. - Vojtech Vancura; Rodrigo Alves; Petr Kasalický; Pavel Kordík (RecSys, 2022)

Bridging Offline-Online Evaluation with a Time-dependent and Popularity Bias-free Offline Metric for Recommenders. - Petr Kasalický; Rodrigo Alves; Pavel Kordík (EvalRS@KDD, 2023)

Uncertainty-adjusted Inductive Matrix Completion with Graph Neural Networks. - Petr Kasalický; Antoine Ledent; Rodrigo Alves (RecSys, 2023)

The Future is Sparse: Embedding Compression for Scalable Retrieval in Recommender Systems. - Petr Kasalický; Martin Spisák; Vojtech Vancura; Daniel Bohunek; Rodrigo Alves; Pavel Kordík (CoRR, 2025)