DANG Hong-Phuong

Assistant Professor of Machine Learning - Co-Head of the Data Engineering and Machine Learning program Research interests
  • Apprentissage automatique (supervisé et non supervisé)
  • Apprentissage statistique
  • Apprentissage de dictionnaire, Représentation parcimonieuse
  • Statistique Bayésienne, Bayésien non paramétrique
  • Traitement du signal et de l'image
Bureau 266 Téléphone +33 (0)2 99 05 32 59 Email Adresse ENSAI
Campus de Ker Lann
51 Rue Blaise Pascal
BP 37203
35172 BRUZ Cedex

Research interests

  • Statistical signal and image processing.
  • Inverse problems in signal and image processing.
  • Matrix factorization.
  • Dictionary learning, sparse representations.
  • Classification, clustering.

Tools and methods (favorite)

  • Bayesian inference, hierarchical models, latent variable models.
  • Bayesian nonparametric.
  • Markov chain Monte Carlo (MCMC) algorithm.
  • Expectation-Maximization algorithm, variational approximation.

I am particularly interested in working on medical imaging problems.
I am also interested in interaction between Bayesian methods and optimization.