Publications

You may also find my recent articles on Google Scholar.

Preprints

• Anomaly Detection at scale: the case for deep distributional time series models
  Fadhel Ayed , Lorenzo Stella, Tim Januschowski, Jan Gasthaus,
  Under conference review (available upon request)

• DP²: Dirichlet Processes for Differential Privacy
  Fadhel Ayed, Marco Battiston, Giuseppe Di Benedetto,
  Under conference review (available upon request)

• Nonnegative Bayesian nonparametric factor models with completely random measures for community detection
  Fadhel Ayed, François Caron,
  Under Journal review

• On consistent estimation of the missing mass
  Fadhel Ayed, Marco Battiston, Federico Camerlenghi, Stefano Favaro,
  Under Journal review

• Consistent estimation of the missing mass for feature models
  Fadhel Ayed, Marco Battiston, Federico Camerlenghi, Stefano Favaro,
  Under Journal review

Journals and Proceedings

• An Information Theoretic approach to Post Randomization Methods under Differential Privacy
  Fadhel Ayed, Marco Battiston, Federico Camerlenghi,
  Statistics and Computing 2020

• Beyond the Chinese restaurant and Pitman-Yor processes: Statistical models with double power-law behavior
  Fadhel Ayed, Juho Lee, François Caron
  ICML 2019 (full oral presentation)

• A Good-Turing estimator for feature allocation models
  Fadhel Ayed, Marco Battiston, Federico Camerlenghi, Stefano Favaro,
  Electronic Journal of Statistics 2019