Identification of sparse FIR systems using a general quantisation scheme

Data augmentation for non-Gaussian regression models using variance-mean mixtures

(2013) N. G. Polson et al.   BIOMETRIKA

Identification of ARMA models using intermittent and quantized output observations

(2012) Damián Marelli et al.   AUTOMATICA

On identification of FIR systems having quantized output data

(2011) Boris I. Godoy et al.   AUTOMATICA

ℓ1-penalization for mixture regression models

(2010) Nicolas Städler et al.   TEST

Statistical results for system identification based on quantized observations

(2009) Fredrik Gustafsson et al.   AUTOMATICA

Underwater acoustic communication channels: Propagation models and statistical characterization

(2009) M. Stojanovic et al.   IEEE COMMUNICATIONS MAGAZINE

One-step sparse estimates in nonconcave penalized likelihood models

(2008) Hui Zou et al.   ANNALS OF STATISTICS

Learning Multiscale Sparse Representations for Image and Video Restoration

(2008) Julien Mairal et al.   MULTISCALE MODELING & SIMULATION