2 papers
stat.ML2019
Automatic Model Building in GEFCom 2017 Qualifying Match
Ján Dolinský, Mária Starovská, Robert Tóth
The Tangent Works team participated in GEFCom 2017 to test its automatic model building strategy for time series known as Tangent Information Modeller (TIM). Model building using T…
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…