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.

News

  • I will be visiting and giving a talk at the Carlos III University of Madrid, 28/06 - 02/07
  • I will be attending and giving a talk at the 9th Workshop on Bayesian Inference in Stochastic Processes (BISP9), 14-16 June 2015, Istanbul

Working Papers

  • Konstantina Palla, David A. Knowles, Zoubin Ghahramani (2015)
    A birth-death process for feature allocation
    Preprint coming soon
  • 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: 1 South Parks Road, Department of Statistics, Oxford Univeristy, Oxford OX1 3TG, UK