Juan Pablo Sáenz

Daniel Andrés Díaz-Pachón, Juan Pablo Sáenz, J. Sunil Rao et al.

We propose a new method to find modes based on active information. We develop an algorithm that, when applied to the whole space, will say whether there are any modes present \textit{and} where they are; this algorithm will reduce the dimensionality without resorting to Principal Components; and more importantly, population-wise, will not detect modes when they are not present.