Publications

Unrolled convolutional neural network for full-wave inverse scattering

Group sparsity penalized contrast source solution method for 2-D non-linear inverse scattering

Fast Joint Multiband Reconstruction from Wideband Images Based on Low Rank Approximation

Efficient unsupervised variational Bayesian image reconstruction using a sparse gradient prior

Efficient Variational Bayesian Approximation Method Based on Subspace optimization

A Bit Allocation Method for Sparse Source Coding

A measure-theoretic variational Bayesian algorithm for large dimensional problems

Rate-distortion bounds for Wyner-Ziv coding with Gaussian scale mixture correlation noise

Why minimax is not that pessimistic

Regularity criteria of almost every function in a Sobolev space

Variational Bayesian Approach and Bi-Model for the Reconstruction-Separation of Astrophysics Components

Approche bayésienne variationnelle et bimodèle pour la reconstruction-séparation de composantes astrophysiques