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Modelling High-Dimensional Categorical Data Using Nonconvex Fusion Penalties


Feb 28, 2020
Benjamin G. Stokell, Rajen D. Shah, Ryan J. Tibshirani

* 41 pages, 10 figures 

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The xyz algorithm for fast interaction search in high-dimensional data


Sep 17, 2018
Gian-Andrea Thanei, Nicolai Meinshausen, Rajen D. Shah

* JMLR. Journal of Machine Learning Research. The xyz algorithm for fast interaction search in high-dimensional data. Gian-Andrea Thanei, Nicolai Meinshausen, Rajen D. Shah. 19.37.1.42. 2018 

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On b-bit min-wise hashing for large-scale regression and classification with sparse data


Feb 26, 2018
Rajen D. Shah, Nicolai Meinshausen

* 40 pages 

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