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Sparse hierarchical regression with polynomials |
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| Authors: | Bertsimas Dimitris Van Parys Bart |
| Affiliation: | 1.Operations Research Center, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA ; |
| Abstract: | Machine Learning - We present a novel method for sparse polynomial regression. We are interested in that degree r polynomial which depends on at most k inputs, counting at most $$ell$$ monomial... |
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