176 citations · 547 across the 34 of their papers we have counts for
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stat.ME2021
Sufficient Dimension Reduction for High-Dimensional Regression and Low-Dimensional Embedding: Tutorial and Survey
Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray +1
This is a tutorial and survey paper on various methods for Sufficient Dimension Reduction (SDR). We cover these methods with both statistical high-dimensional regression perspectiv…
stat.ME2012★ 12 cited
Detecting Change-Points in Time Series by Maximum Mean Discrepancy of Ordinal Pattern Distributions
Mathieu Sinn, Ali Ghodsi, Karsten Keller
As a new method for detecting change-points in high-resolution time series, we apply Maximum Mean Discrepancy to the distributions of ordinal patterns in different parts of a time…