4 citations · 11 across the 13 of their papers we have counts for
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stat.ML2021
A generalization gap estimation for overparameterized models via the Langevin functional variance
Akifumi Okuno, Keisuke Yano
This paper discusses the estimation of the generalization gap, the difference between generalization performance and training performance, for overparameterized models including ne…
stat.ME2021
Posterior Covariance Information Criterion for Weighted Inference
Yukito Iba, Keisuke Yano
For predictive evaluation based on quasi-posterior distributions, we develop a new information criterion, the posterior covariance information criterion (PCIC. PCIC generalises the…
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…