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Research activities

Research interests

Statistical signal and image processing.
Bayesian inference, hierarchical models.
Inverse problems.
Convex (and non-convex) Optimization.
Blind Source Separation (unmixing, nonnegative matrix factorization).
Discrete transforms and multiresolution applications.
MCMC methods: Gibbs sampling, Metropolis-Hastings, hybrid algorithms....

Academic Supervisors

Applications