Minimax Predictive Density for Sparse Count Data

Keisuke Yano, Ryoya Kaneko, Fumiyasu Komaki

This paper discusses predictive densities under the Kullback--Leibler loss for high-dimensional Poisson sequence models under sparsity constraints. Sparsity in count data implies z…