307 citations · 541 across the 12 of their papers we have counts for
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stat.ML2016
The xyz algorithm for fast interaction search in high-dimensional data
Gian-Andrea Thanei, Nicolai Meinshausen, Rajen D. Shah
When performing regression on a dataset with variables, it is often of interest to go beyond using main linear effects and include interactions as products between individual v…
stat.ML2013★ 1 cited
Random Intersection Trees
Rajen Dinesh Shah, Nicolai Meinshausen
Finding interactions between variables in large and high-dimensional datasets is often a serious computational challenge. Most approaches build up interaction sets incrementally, a…