Optimal Sparse Recovery with Decision Stumps

Kiarash Banihashem, MohammadTaghi Hajiaghayi, Max Springer

Decision trees are widely used for their low computational cost, good predictive performance, and ability to assess the importance of features. Though often used in practice for fe…