4 citations · 11 across the 13 of their papers we have counts for
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math.ST2018★ 1 cited
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…
math.ST2018★ 4 cited
On frequentist coverage errors of Bayesian credible sets in moderately high dimensions
Keisuke Yano, Kengo Kato
In this paper, we study frequentist coverage errors of Bayesian credible sets for an approximately linear regression model with (moderately) high dimensional regressors, where the…