Leiden University

LIACS Thesis Repository

Leiden University


These webpages contain theses and reports by students affiliated with the various bachelor and master programmes offered at the Leiden Institute of Advanced Computer Science (LIACS), the computer science and artificial intelligence department of Leiden University.
Note: this thesis repository might be incomplete for certain programmes and years.


Students supervised by Raponi, Dr. E. (Elena)


Note: the overview per supervisor is likely partially incomplete.


ProgramYearRole Student Thesis Content
Bachelor Data Science an...2025first supervisor Greganova, A. (Adela)Enhancing Principal Component Analysis-assisted Bayesian Optimization ...
Bachelor Data Science an...2025first supervisorBanny, I. (Ivan)Enhancing PCA-Assisted Bayesian Optimization through Parallel Orthogon...
Bachelor Data Science an...2025first supervisorWang, O. (Ocean)A study of TabPFN as surrogate Model in Bayesian Optimization
Master Computer Science2025second supervisorGeorghiou, C. (Constantinos)Optimising Robotic Warehouse Floorplans with Evolutionary Algorithms
Master Computer Science2025first supervisorBergsma, C. (Chris)CMA-ES and Bayesian Optimization for Noisy, Mixed-Integer Optimization...
Master Computer Science2025first supervisorLi, W. (Wenhu)LLaMEA-BO: A Large Language Model Evolutionary Algorithm for Automatic...
Master Computer Science2025first supervisorWestra, J. (Jelle)Investigating the Interplay of Parameterization and Optimizer in Gradi...
Bachelor Informatica2025second supervisorAltfeld, L. (Leon)Multiobjective Bayesian Hyperparameter Optimization for a Traveling Sa...
Bachelor Informatica2024first supervisorShreef, B. (Barmad)Illuminating the EC-Bestiary: Conceptual Analysis and Benchmarking of ...