My Students' Theses
Master Theses
- The use of large language models in active learning methods, 2025
- Evaluation of Few-Shot Methods from the Perspective of Class Scaling, 2025
- A study on the usefulness of the SHAP method in the process of hyperparameter tuning for machine learning methods, 2025
- Improving transfer learning under distribution shift, 2025
- Predictive models trained on aggregated data, 2023
- Explaining machine learning models predictions in the context of adversarial data, 2023
- Learning from dependent aggregate observations, 2023
- Application of graph neural networks in the expansion of graph sets, 2023
- Image inpainting using artificial intelligence, 2022
- Training sets processing neural models, 2022
- Entity labeling in business documents based on contextual information, 2020
- Researching snake movement strategies created using machine learning techniques, 2018
- Use of hash functions in solving machine learning tasks, 2018
Bachelor Theses
- Analysis of listed companies' reports using language models, 2025
- Synthetic Data Generation for Machine Learning Algorithms, 2025
- Machine learning in chess, 2025
- Tuning small semantic segmentation models via knowledge distillation, 2023
- Metric learning based music recommendation system, 2022
- An Investment Assistant Using Machine Learning Methods, 2022
- Implementation of the nDES evolutionary strategy on multiple graphics processing units, 2021
- Neural network learning algorithms with smoothing, 2021
- Generating code autocompletions for Integrated Development Environments, 2021
- Application aiding in testing resistance of classifier models to attacks using adversarial examples, 2020
- The use of machine learning in construction of the Learned Bloom Filter, 2020
- Mobile application for recognition and translation of text, 2019
- Efficient implementation of induction of decisions rules, 2019
- Mood Classification in Music Tracks, 2018
