Convex Modeling of Interactions with Strong Heredity

13 October 2014

Papers citing "Convex Modeling of Interactions with Strong Heredity"

17 / 17 papers shown

Title
Optimal Kernel Learning for Gaussian Process Models with High-Dimensional Input Lulu Kang Minshen Xu 37 0 0 23 Feb 2025
Structured Learning in Time-dependent Cox Models Guanbo Wang Yimin Lian Archer Y. Yang Robert W. Platt Rui Wang S. Perreault M. Dorais M. Schnitzer 16 2 0 21 Jun 2023
HiQR: An efficient algorithm for high-dimensional quadratic regression with penalties Cheng-Long Wang Hao Chen Binyan Jiang 13 0 0 01 Jun 2023
An ADMM approach for multi-response regression with overlapping groups and interaction effects Theophilus Quachie Asenso M. Zucknick 17 1 0 20 Mar 2023
Hierarchical shrinkage Gaussian processes: applications to computer code emulation and dynamical system recovery T. Tang Simon Mak David B. Dunson 22 4 0 01 Feb 2023
Regression in Tensor Product Spaces by the Method of Sieves Tianyu Zhang N. Simon 14 4 0 07 Jun 2022
The SKIM-FA Kernel: High-Dimensional Variable Selection and Nonlinear Interaction Discovery in Linear Time Raj Agrawal Tamara Broderick 11 0 0 23 Jun 2021
Variable Selection in Regression-based Estimation of Dynamic Treatment Regimes Zeyu Bian E. Moodie S. Shortreed S. Bhatnagar 14 10 0 18 Jan 2021
Lasso for hierarchical polynomial models H. Maruri-Aguilar Simón Lunagómez TPM 15 1 0 21 Jan 2020
A first-order optimization algorithm for statistical learning with hierarchical sparsity structure Dewei Zhang Yin Liu S. Tajbakhsh 16 2 0 10 Jan 2020
Reluctant Interaction Modeling Guo Yu Jacob Bien R. Tibshirani 12 20 0 19 Jul 2019
Topological Techniques in Model Selection Shaoxiong Hu Hugo Maruri-Aguliar Zixiang Ma 11 0 0 29 May 2019
WHInter: A Working set algorithm for High-dimensional sparse second order Interaction models Marine Le Morvan Jean-Philippe Vert 31 17 0 16 Feb 2018
Sparse hierarchical interaction learning with epigraphical projection Mingyuan Jiu N. Pustelnik Stefan Janaqi M. Chèbre Lin Qi P. Ricoux 16 1 0 22 May 2017
Nonparametric Regression with Adaptive Truncation via a Convex Hierarchical Penalty Asad Haris Ali Shojaie N. Simon 14 8 0 30 Nov 2016
Hierarchical Sparse Modeling: A Choice of Two Group Lasso Formulations Xiaohan Yan Jacob Bien 19 47 0 05 Dec 2015
Statistical Properties of Convex Clustering Kean Ming Tan Daniela Witten 30 89 0 28 Mar 2015