Statistical signal processing applications usually require the estimatio...
Monte Carlo (MC) methods are widely used for Bayesian inference and
opti...
Monte Carlo methods represent the "de facto" standard for approximating
...
Multi-output inference tasks, such as multi-label classification, have b...
In this work, we introduce a novel class of adaptive Monte Carlo methods...