395 citations · 969 across the 46 of their papers we have counts for
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stat.ML2018★ 395 cited
Model Selection Techniques -- An Overview
Jie Ding, Vahid Tarokh, Yuhong Yang
In the era of big data, analysts usually explore various statistical models or machine learning methods for observed data in order to facilitate scientific discoveries or gain pred…
stat.ME2018★ 17 cited
Estimation of the Evolutionary Spectra with Application to Stationarity Test
Yu Xiang, Jie Ding, Vahid Tarokh
In this work, we propose a new inference procedure for understanding non-stationary processes, under the framework of evolutionary spectra developed by Priestley. Among various fra…