Welcome

I am a postdoc researcher an the University of Oxford, in the Department of Statistics, working with Yee_Whye Teh. Before that, I was studying the fairy tales of Machine Learning in the Computational and Biological Learning Lab at the University of Cambridge. My PhD supervisor was the Bayesian guru Zoubin Ghahramani.

Working Papers

  • Konstantina Palla, David A. Knowles, Zoubin Ghahramani (2015)
    A birth-death process for feature allocation
    Under submission
  • Konstantina Palla, David A. Knowles, Zoubin Ghahramani (2014)
    A dependent partition-valued process for multitask clustering and time evolving network modelling
    Submitted

    Supplementary material: arxiv

Publications

  • Konstantina Palla, David A. Knowles, Zoubin Ghahramani (2014)
    Relational learning and network modelling using infinite latent attribute models
    To appear: IEEE TPAMI Special Issue on Bayesian Nonparametrics, 2014

  • Konstantina Palla, David A. Knowles, Zoubin Ghahramani (2014)
    A reversible infinite HMM using normalised random measures
    ICML 2014

    Supplementary material: pdf | poster |slides | bib

  • Simon Lacoste-Julien, Konstantina Palla, Alexander Davies, Gjergji Kasneci, Thore Graepel and Zoubin Ghahramani (2013)
    SiGMa: Simple Greedy Matching for Aligning Large Knowledge Bases
    KDD 2013

    Supplementary material: arxiv

  • Konstantina Palla, David A. Knowles, Zoubin Ghahramani (2012)
    An Infinite Latent Attribute Model for Network Data
    ICML 2012

    Supplementary material: pdf | poster | code | bib

  • Konstantina Palla*, David A. Knowles* and Zoubin Ghahramani (2012)
    A nonparametric variable clustering model
    NIPS 2012

    Supplementary material: pdf | bib | code

*joint first author

Teaching

Contacts

Contact me

E-mail: palla at stats dot ox dot ac dot uk

Mail: 24-29 St Giles', Department of Statistics, Oxford Univeristy, Oxford OX1 3LB, UK