Luis Carvalho

High-dimensional Discrete Inference

Recent advances in the last decade have brought attention to the analysis of high-dimensional data and, in particular, to estimation on high-dimensional spaces. Such spaces are often structured by either exhibiting constraints on specific space components or by the incorporation of prior information identifying co-dependence patterns between components in order to help carrying out the […]