15 citations · 23 across the 9 of their papers we have counts for
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cs.LG2022★ 2 cited
Feature subset selection for kernel SVM classification via mixed-integer optimization
Ryuta Tamura, Yuichi Takano, Ryuhei Miyashiro
We study the mixed-integer optimization (MIO) approach to feature subset selection in nonlinear kernel support vector machines (SVMs) for binary classification. First proposed for…
cs.LG2020★ 15 cited
Prediction of hierarchical time series using structured regularization and its application to artificial neural networks
Tomokaze Shiratori, Ken Kobayashi, Yuichi Takano
This paper discusses the prediction of hierarchical time series, where each upper-level time series is calculated by summing appropriate lower-level time series. Forecasts for such…