SimuDICE: Offline Policy Optimization Through World Model Updates and DICE Estimation. - Catalin E. Brita; Stephan Bongers; Frans A. Oliehoek (CoRR, 2024)

Optimal Classification Trees for Continuous Feature Data Using Dynamic Programming with Branch-and-Bound. - Catalin E. Brita; Jacobus G. M. van der Linden; Emir Demirovic (AAAI, 2025)

Revisiting XRec: How Collaborative Signals Influence LLM-Based Recommendation Explanations. - Catalin E. Brita; Hieu Nguyen; Lubov Chalakova; Nikola Petrov (Trans. Mach. Learn. Res., 2025)

BSA: Ball Sparse Attention for Large-scale Geometries. - Catalin E. Brita; Hieu Nguyen; Lohithsai Yadala Chanchu; Domonkos Nagy; Maksim Zhdanov 001 (CoRR, 2025)