12 citations · 42 across the 12 of their papers we have counts for
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stat.ML2011
Readouts for Echo-state Networks Built using Locally Regularized Orthogonal Forward Regression
Ján Dolinský, Kei Hirose, Sadanori Konishi
Echo state network (ESN) is viewed as a temporal non-orthogonal expansion with pseudo-random parameters. Such expansions naturally give rise to regressors of various relevance to a…
stat.ME2011★ 8 cited
Efficient algorithm to select tuning parameters in sparse regression modeling with regularization
Kei Hirose, Shohei Tateishi, Sadanori Konishi
In sparse regression modeling via regularization such as the lasso, it is important to select appropriate values of tuning parameters including regularization parameters. The choic…