High Dimensional Inference with Random Maximum A-Posteriori Perturbations

Tamir Hazan, Francesco Orabona, Anand D. Sarwate +2

This paper presents a new approach, called perturb-max, for high-dimensional statistical inference that is based on applying random perturbations followed by optimization. This fra…