Andrés Hoyos Idrobo

I’m currently a PhD Student in Computer Science at the Université de Parix XI being co-supervised by Bertrand THIRION and Gaël VAROQUAUX. I’m also part of the medilearn project, a collaboration with Microsoft Research Cambridge.

Research interests

I’m broadly interested in machine learning and statistics. My research focus on problems which arise while applying machine learning techniques to large-scale and high dimensional datasets, for instance fMRI data. Part of my research aims to find faster statistical methods for large-scale fMRI analysis while increasing their stability and prediction capability. On the neuroscience side, I’m using machine learning techniques for inferring cognitive states encoded in brain activation images.

  • functional brain imaging (fMRI)
  • Statistical learning
  • Statistical modelling, model selection, multivariate analysis
  • Randomized methods

Publications

Google scholar

Links

MSR-Inria join centre , LinkedIn , Github

Contact

  • andres.hoyos-idrobo@inria.fr

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