1 citations · 1 across the 2 of their papers we have counts for
2 papers
stat.ME2024
Robust and consistent model evaluation criteria in high-dimensional regression
Sumito Kurata, Kei Hirose
Most of the regularization methods such as the LASSO have one (or more) regularization parameter(s), and to select the value of the regularization parameter is essentially equal to…
stat.AP2021★ 1 cited
Structured regularization based velocity structure estimation in local earthquake tomography for the adaptation to velocity discontinuities
Yohta Yamanaka, Sumito Kurata, Keisuke Yano +3
We propose a local earthquake tomography method that applies a structured regularization technique to determine sharp changes in Earth's seismic velocity structure using arrival ti…