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
hong-phuong.dang@ensai.fr
Adresse
ENSAI
Campus de Ker Lann
51 Rue Blaise Pascal
BP 37203
35172 BRUZ Cedex
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.
My website:
https://hphuongdang.github.io