Model-based clustering in very high dimensions via adaptive projections

Bernd Taschler, Frank Dondelinger, Sach Mukherjee

Mixture models are a standard approach to dealing with heterogeneous data with non-i.i.d. structure. However, when the dimension $p$ is large relative to sample size $n$ and where…