Prediction Error Bounds for Linear Regression With the TREX

Jacob Bien, Irina Gaynanova, Johannes Lederer +1

The TREX is a recently introduced approach to sparse linear regression. In contrast to most well-known approaches to penalized regression, the TREX can be formulated without the us…