Konstantina Palla

Konstantina Palla

non-parametric Bayesian methods and models

I am a postdoc at the Department of Statistics, University of Oxford, working with Prof. Yee Whye Teh. My research interests involve nonparametric Bayesian methods and models. I completed my Ph.D. in Machine Learning at the University of Cambridge and received a MA in Informatics from the University of Edinburgh.

Publications

2017

  • K. Palla, D. Belgrave, A Birth-Death Modelling Framework for Inferring Disease Causality within the Context of Allergy Development., in 16th IEEE International Conference on Machine Learning and Applications (ICMLA), 2017.
    Project: bigbayes
  • K. Palla, D. A. Knowles, Z. Ghahramani, A birth-death process for feature allocation., in Proceedings of the 34th International Conference on Machine Learning, 2017.
    Project: bigbayes

2016

  • K. Palla, F. Caron, Y. W. Teh, A Bayesian nonparametric model for sparse dynamic networks, Jun-2016.
    Project: bigbayes
  • N. Heard, K. Palla, M. Skoularidou, Topic modelling of authentication events in an enterprise computer network, 2016.
    Project: bigbayes
  • K. Palla, F. Caron, Y. W. Teh, Bayesian Nonparametrics for Sparse Dynamic Networks, 2016.
    Project: bigbayes