Technical Appendix on Sparse Bayesian Regression

Loic Le Folgoc (1) , Hervé Delingette (1) , Antonio Criminisi (2) , Nicholas Ayache (1)

1 ASCLEPIOS - Analysis and Simulation of Biomedical Images
2 Microsoft - Microsoft Research [Cambridge]

We report the technical details for a sparse bayesian approach to regression. It can be seen as an extension of the Relevance Vector Machine of Tipping to a more general setting that can handle vector-valued regression and generic quadratic priors.

Mots clés: Sparse; Bayesian; Regression; RVM

Domaines: Imagerie médicale

Loic Le Folgoc, Hervé Delingette, Antonio Criminisi, Nicholas Ayache. Technical Appendix on Sparse Bayesian Regression. MICCAI - 17th International Conference on Medical Image Computing and Computer Assisted Intervention, Sep 2014, Boston, United States. ⟨hal-01002861⟩