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.
Master Computer Science
The following thesis was written by a student in the 2023-2024 class of the Master Computer Science programme at Leiden University.
Thesis details
| Title | Towards Fairness in Machine Learning: Balancing Racially Imbalanced Datasets through Data Augmentation, GANs, and Fairness Metrics |
| Student | Schaap, A. (Anthonie) |
| Programme | Master Computer Science |
| Year | 2023-2024 |
| Supervisors | Stein, dr. N. (Niki) van Lew, prof.dr. M.S.K. (Michael) |
| Thesis | Open Thesis PDF |
Citation details
Schaap, A. (Anthonie), Towards Fairness in Machine Learning: Balancing Racially Imbalanced Datasets through Data Augmentation, GANs, and Fairness Metrics, Thesis Master Computer Science, LIACS, Leiden University, 2024.