Yurii Malitskyi

Fundamental Mathematical Optimization Theory and Novel Techniques for Artificial Intelligence

Continuous optimization plays a central role in modern machine learning. Current state-of-the-art algorithms either include some heuristics or require a lot of tuning. The developing of new, more efficient algorithms is the main focus of our group.