Fadhel Ayed

Fadhel Ayed

Bayesian nonparametrics, Machine Learning

I am a DPhil student in Statistics at the University of Oxford, supervised by François Caron. I am interested in Statistical Machine Learning with current focus on Bayesian Nonparmetric models for graph modeling and natural language processing.

Publications

2019

  • F. Ayed , F. Caron , Nonnegative Bayesian nonparametric factor models with completely random measures for community detection, 2019.
  • F. Ayed , J. Lee , F. Caron , Beyond the Chinese Restaurant and Pitman-Yor processes: Statistical Models with Double Power-law Behavior, 2019.

2018

  • F. Ayed , M. Battiston , F. Camerlenghi , S. Favaro , Consistent estimation of the missing mass for feature models, 2018.
    Project: bigbayes
  • F. Ayed , M. Battiston , F. Camerlenghi , S. Favaro , On the consistent estimation of the missing mass, 2018.
    Project: bigbayes
  • F. Ayed , M. Battiston , F. Camerlenghi , S. Favaro , On the Good-Turing estimator for feature allocation models, 2018.
    Project: bigbayes