Juho Rousu

Systems Biology, Bioinformatics, Applied Mathematics

PhD
28.41

Topics(21)

Awards and achievements (9) View all

  • Jan 2016
    D4Health - Data-Driven Decision Support for Digital Health (Coordinator/PI, 2016-2017). Consortium project funded by Academy of Finland ICT2023 programme.
    Grant
  • Jul 2014
    LiF - Living Factories - Synthetic Biology for a Sustainable Bioeconomy (co-PI, 2014-2016 [-2019]). Large Strategic opening funded by Finnish Funding Agency for Innovation (Tekes)
    Grant
  • Sep 2013
    Metabolite identification through Algorithms and Statistical Learning (MIDAS, 2013-2017). Funding by Academy of Finland
    Grant

About

I am interested in developing principled machine learning methods, models and tools for computational and data science. My methods toolbox is primarily built on kernel methods and regularised learning, as well as efficient optimisation algorithms. My favourite topics include learning with multiple and structured targets, multiple views and ensembles. Applications of interest in computational biology include network reconstruction, gene functional classification as well as biomarker discovery.

Skills and expertise(30) View all

69 Following View all

67 Followers View all