Phase transitions and optimal algorithms in high-dimensional Gaussian mixture clustering

no code implementations • 10 Oct 2016 • Thibault Lesieur, Caterina De Bacco, Jess Banks, Florent Krzakala, Cris Moore, Lenka Zdeborová

We consider the problem of Gaussian mixture clustering in the high-dimensional limit where the data consists of $m$ points in $n$ dimensions, $n, m \rightarrow \infty$ and $\alpha = m/n$ stays finite.

Clustering Vocal Bursts Intensity Prediction