Jan Bronec

Main Research Interests

Deep learning, large language models

Projects

Thesis
Title: Unlearning Methods for Large Language Models
Supervisor: Mgr. Jindřich Helcl, Ph.D.

Curriculum Vitae

Current CV [PDF]

Teaching

• NPFL129 – Introduction to Machine Learning with Python – Winter 2025/26 (Practicals)

Selected Bibliography

• Google Scholar
• ORCID: 0009-0009-5998-5266
• Scopus ID: 59344394600
• Researcher ID: OKT-0249-2025

1. Jan Bronec (2025): Parameter-efficient unlearning of sensitive data in Large Language Models (masters thesis). In: (url, bibtex)
2. Jan Bronec, Jindřich Helcl (2025): Atyaephyra at SemEval-2025 Task 4: Low-Rank Negative Preference Optimization. In: Proceedings of the 19th International Workshop on Semantic Evaluation (SemEval-2025), pp. 1415-1422, Association for Computational Lingustics, Kerrville, TX, USA, ISBN 979-8-89176-273-2 (url, bibtex)

1. Jan Bronec, Iveta Mrázová (2024): Towards Compact and Explainable Deep Belief Networks. In: 2024 International Joint Conference on Neural Networks (IJCNN), Yokohama, Japan, 2024, pp. 1-9