On some recent advances on high dimensional Bayesian statistics Nicolas Chopin, Sébastien Gadat, Benjamin Guedj, Arnaud Guyader and Elodie Vernet ESAIM: Proc., 51 (2015) 293-319 Published online: 12 October 2015 DOI: 10.1051/proc/201551016