Now showing items 1-2 of 2

    • Efficient Gaussian process regression for large datasets. 

      Banerjee, Anjishnu; Dunson, David B; Tokdar, Surya T (Biometrika, 2013-03)
      Gaussian processes are widely used in nonparametric regression, classification and spatiotemporal modelling, facilitated in part by a rich literature on their theoretical properties. However, one of their practical limitations ...
    • Scalable Nonparametric Bayes Learning 

      Banerjee, Anjishnu (2013)
      Capturing high dimensional complex ensembles of data is becoming commonplace in a variety of application areas. Some examples includebiological studies exploring relationships between genetic mutations and diseases, atmospheric ...