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I am an academy research fellow and docent (adjunct professor) at Aalto University, Department of Information and Computer Science, where I am a member of the Statistical Machine Learning and Bioinformatics research group. I previously worked at University of Sheffield, Sheffield Institute for Translational Neuroscience, with Prof. Magnus Rattray and Prof. Neil Lawrence. I am a member of the Adaptive Informatics Research Centre, Helsinki Institute for Information Technology HIIT, and the PASCAL2 Network of Excellence. My research interests include probabilistic generative and information-theoretic methods and formalisms such as learning metrics, especially for application in visualization, clustering, and bioinformatics.
Focused Multi-task Learning Using Gaussian Processes
as author at Sessions,
Discussion and Future Directions
as presenter at Learning from Multiple Sources,
Fast Discriminative Component Analysis for Comparing Examples
as author at NIPS Workshop on Learning to Compare Examples, Whistler 2006,