Publications

Variational Approximations for Robust Bayesian Inference via Rho-Posteriors

El Mahdi Khribch, Pierre Alquier
Preprint

On importance sampling and independent Metropolis–Hastings with an unbounded weight function

George Deligiannidis, Pierre E. Jacob, El Mahdi Khribch, Guanyang Wang
Submitted and under review for The Annals of Statistics

Convergence of Statistical Estimators via Mutual Information Bounds

El Mahdi Khribch, Pierre Alquier
Submitted and under review for Journal of Machine Learning Research