Reluctant Interaction Modeling

19 July 2019

Papers citing "Reluctant Interaction Modeling"

15 / 15 papers shown

Title
Learning Hierarchical Interactions at Scale: A Convex Optimization Approach Hussein Hazimeh Rahul Mazumder 180 19 0 05 Feb 2019
Moving Beyond Sub-Gaussianity in High-Dimensional Statistics: Applications in Covariance Estimation and Linear Regression Arun K. Kuchibhotla Abhishek Chakrabortty 56 108 0 08 Apr 2018
Rare Feature Selection in High Dimensions Xiaohan Yan Jacob Bien 48 38 0 18 Mar 2018
The xyz algorithm for fast interaction search in high-dimensional data Gian-Andrea Thanei N. Meinshausen Rajen Dinesh Shah 44 25 0 17 Oct 2016
The Simulator: An Engine to Streamline Simulations Jacob Bien 35 18 0 30 Jun 2016
Interaction Pursuit with Feature Screening and Selection Yingying Fan Yinfei Kong Daoji Li Jinchi Lv 50 28 0 28 May 2016
Model Selection for High Dimensional Quadratic Regression via Regularization Ning Hao Yang Feng Hao Helen Zhang 67 105 0 31 Dec 2014
A Note on High Dimensional Linear Regression with Interactions Ning Hao Hao Helen Zhang 65 35 0 22 Dec 2014
Group Regularized Estimation under Structural Hierarchy Yiyuan She Zhifeng Wang He Jiang 91 48 0 17 Nov 2014
Convex Modeling of Interactions with Strong Heredity Asad Haris Daniela Witten N. Simon 49 62 0 13 Oct 2014
Conditional Sure Independence Screening Emre Barut Jianqing Fan A. Verhasselt CML 100 123 0 05 Jun 2012
A lasso for hierarchical interactions Jacob Bien Jonathan E. Taylor Robert Tibshirani 183 485 0 22 May 2012
Scaled Sparse Linear Regression Tingni Sun Cun-Hui Zhang 176 507 0 24 Apr 2011
Square-Root Lasso: Pivotal Recovery of Sparse Signals via Conic Programming A. Belloni Victor Chernozhukov Lie Wang 160 672 0 28 Sep 2010
The composite absolute penalties family for grouped and hierarchical variable selection P. Zhao Guilherme V. Rocha Bin Yu 216 673 0 02 Sep 2009