LIACS Thesis Repository
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.
Bachelor Data Science and Artificial Intelligence
The following thesis was written by a student in the 2024-2025 class of the Bachelor Data Science and Artificial Intelligence programme at Leiden University.
Thesis details
| Title | Enhancing Principal Component Analysis-assisted Bayesian Optimization through Local Embeddings |
| Student | Greganova, A. (Adela) |
| Programme | Bachelor Data Science and Artificial Intelligence |
| Year | 2024-2025 |
| Supervisors | Raponi, Dr. E. (Elena) I. Olarte Rodriguez MSc (second supervisor) |
| Thesis | Open Thesis PDF |
Citation details
Greganova, A. (Adela), Enhancing Principal Component Analysis-assisted Bayesian Optimization through Local Embeddings, Thesis Bachelor Data Science and Artificial Intelligence, LIACS, Leiden University, 2025.