Regular biography
Alina Bialkowski is a researcher specializing in artificial intelligence, machine learning, and their applications in healthcare and social sciences. Her work focuses on explainable AI, unlearning in deep models, and the development of AI systems that are human-centered and socially responsible. She has contributed to various domains, including medical imaging for stroke detection, social sensing for flood risk modeling, and the ethical implications of AI systems. Bialkowski has published extensively in top-tier conferences and journals, and her research has been recognized for its interdisciplinary approach and practical impact. She is affiliated with the University of Technology Sydney and has a strong background in both theoretical and applied AI research.