The Discrete Dantzig Selector: Estimating Sparse Linear Models via Mixed
Integer Linear Optimization

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The Discrete Dantzig Selector: Estimating Sparse Linear Models via Mixed Integer Linear Optimization

8 August 2015

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Papers citing "The Discrete Dantzig Selector: Estimating Sparse Linear Models via Mixed Integer Linear Optimization"

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Title
Predicting Census Survey Response Rates With Parsimonious Additive Models and Structured Interactions Shibal Ibrahim P. Radchenko E. Ben-David Rahul Mazumder 465 2 0 24 Aug 2021
Grouped Variable Selection with Discrete Optimization: Computational and Statistical Perspectives Hussein Hazimeh Rahul Mazumder P. Radchenko 413 27 0 14 Apr 2021
Learning Optimal and Fair Decision Trees for Non-Discriminative Decision-Making S. Aghaei Javad Azizi P. Vayanos FaML 76 180 0 25 Mar 2019
Learning non-smooth models: instrumental variable quantile regressions and related problems Yinchu Zhu 49 5 0 17 May 2018
Fast Best Subset Selection: Coordinate Descent and Local Combinatorial Optimization Algorithms Hussein Hazimeh Rahul Mazumder 421 184 0 05 Mar 2018
Matrix Completion with Nonconvex Regularization: Spectral Operators and Scalable Algorithms Rahul Mazumder Diego Saldana Haolei Weng 63 13 0 24 Jan 2018
A Theoretical Analysis of Sparse Recovery Stability of Dantzig Selector and LASSO Yun-Bin Zhao Duan Li 59 2 0 10 Nov 2017
Subset Selection with Shrinkage: Sparse Linear Modeling when the SNR is low Rahul Mazumder P. Radchenko Antoine Dedieu 436 59 0 10 Aug 2017