Welcome

I am a postdoc researcher an the University of Oxford, in the Department of Statistics, working with Yee_Whye Teh in the Oxford statistical machine learning group.

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, François Caron, Yee Whye Teh (2016)
    A Bayesian nonparametric model for sparse dynamic networks
    Material: arxiv
  • Konstantina Palla, David A. Knowles, Zoubin Ghahramani (2014)
    A dependent partition-valued process for multitask clustering and time evolving network modelling
    Material: arxiv

Publications

  • Konstantina Palla, Danielle C.M. Belgrave (2017)
    A Birth-Death Modelling Framework for Inferring Disease Causality within the Context of Allergy Development
    ICMLA 2017
  • Konstantina Palla, David A. Knowles, Zoubin Ghahramani (2017)
    A birth-death process for feature allocation
    ICML 2017
    Material: pdf | supplementary
  • Nicholas A Heard, Konstantina Palla, Maria Skoularidou (2016)
    Topic modelling of authentication events in an enterprise computer network
    IEEE Conference on Intelligence and Security Informatics (ISI)
    Material: pdf | bib
  • Konstantina Palla, David A. Knowles, Zoubin Ghahramani (2015)
    Relational learning and network modelling using infinite latent attribute models
    IEEE TPAMI Special Issue on Bayesian Nonparametrics
    Material: pdf | supplementary | bib
  • Konstantina Palla, David A. Knowles, Zoubin Ghahramani (2014)
    A reversible infinite HMM using normalised random measures
    ICML 2014
    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
    Material: pdf | bib
  • Konstantina Palla, David A. Knowles, Zoubin Ghahramani (2012)
    An Infinite Latent Attribute Model for Network Data
    ICML 2012
    Material: pdf | poster | code | bib
  • Konstantina Palla*, David A. Knowles* and Zoubin Ghahramani (2012)
    A nonparametric variable clustering model
    NIPS 2012
    Material: pdf | bib | code

Teaching

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