Minimax Optimal Estimation of Convex Functions in the Supreme Norm

Teresa M. Lebair, Jinglai Shen, Xiao Wang

Estimation of convex functions finds broad applications in engineering and science, while convex shape constraint gives rise to numerous challenges in asymptotic performance analys…