Jaakko Peltonen
homepage:http://users.ics.tkk.fi/jtpelto/
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Description

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.


Lectures:

lecture
flag Focused Multi-task Learning Using Gaussian Processes
as author at  Sessions,
2738 views
  summary
flag Discussion and Future Directions
as presenter at  Learning from Multiple Sources,
3069 views
lecture
flag Fast Discriminative Component Analysis for Comparing Examples
as author at  NIPS Workshop on Learning to Compare Examples, Whistler 2006,
3529 views