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:
- automatic differentiation in deep learning
- federated learning
- recommender system/learning to rank
Professional Activities
Reviewing: IEEE Transactions on Reliability, Springer Machine Learning Journal, Elsevier Information Sciences, NIPS 2016/2017/2018, ICML 2018, ICLR 2019