A lava attack on the recovery of sums of dense and sparse signals

Victor Chernozhukov, Christian Hansen, Yuan Liao

Common high-dimensional methods for prediction rely on having either a sparse signal model, a model in which most parameters are zero and there are a small number of non-zero param…