Optimal rates for density and mode estimation with expand-and-sparsify representations

Kaushik Sinha, Christopher Tosh

Expand-and-sparsify representations are a class of theoretical models that capture sparse representation phenomena observed in the sensory systems of many animals. At a high level,…