My PhD research focused on recommender systems for automated machine learning (metalearning). My supervisors were Professor
Bernhard Pfahringer and Dr
Michael Mayo. Assoc. Prof Russel Pears and Prof. Pavel Brazdil were the examiners of my
thesis.
I'm interested in applied mathematics in general, including subfileds of AI, Machine Learning and Statistics. The current list includes:
- meta-learning and transfer learning
- automatic differentiation in deep learning
- recommender system/learning to rank