Sparse Partially Linear Additive Models

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Sparse Partially Linear Additive Models

17 July 2014

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Papers citing "Sparse Partially Linear Additive Models"

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Title
DDAC-SpAM: A Distributed Algorithm for Fitting High-dimensional Sparse Additive Models with Feature Division and Decorrelation Yifan He Ruiyang Wu Yong Zhou Yang Feng 68 1 0 16 May 2022
Fast Sparse Classification for Generalized Linear and Additive Models Jiachang Liu Chudi Zhong Margo Seltzer Cynthia Rudin 44 15 0 23 Feb 2022
Group selection and shrinkage: Structured sparsity for semiparametric additive models Ryan Thompson Farshid Vahid 62 1 0 25 May 2021
Interpretable Machine Learning: Fundamental Principles and 10 Grand Challenges Cynthia Rudin Chaofan Chen Zhi Chen Haiyang Huang Lesia Semenova Chudi Zhong FaML AI4CE LRM 245 677 0 20 Mar 2021
A decision-making tool to fine-tune abnormal levels in the complete blood count tests Marta Avalos Fernandez Hélène Touchais Marcela Henriquez-Henriquez 38 0 0 11 Nov 2020
Interpretable Learning-to-Rank with Generalized Additive Models Honglei Zhuang Xuanhui Wang Michael Bendersky Alexander Grushetsky Yonghui Wu Petr Mitrichev Ethan Sterling Nathan Bell Walker Ravina Hai Qian AI4CE FAtt 78 12 0 06 May 2020
Reluctant generalized additive modeling J. K. Tay Robert Tibshirani 43 1 0 04 Dec 2019
Partially Linear Additive Gaussian Graphical Models Sinong Geng Minhao Yan Mladen Kolar Oluwasanmi Koyejo 81 14 0 08 Jun 2019
Generalized Sparse Additive Models Asad Haris N. Simon Ali Shojaie 57 16 0 11 Mar 2019
Rare Feature Selection in High Dimensions Xiaohan Yan Jacob Bien 71 39 0 18 Mar 2018
BigVAR: Tools for Modeling Sparse High-Dimensional Multivariate Time Series William B. Nicholson David S. Matteson Jacob Bien 68 19 0 23 Feb 2017
Additive Models with Trend Filtering Veeranjaneyulu Sadhanala Robert Tibshirani 100 56 0 16 Feb 2017
Nonparametric Regression with Adaptive Truncation via a Convex Hierarchical Penalty Asad Haris Ali Shojaie N. Simon 132 9 0 30 Nov 2016
Hierarchical Sparse Modeling: A Choice of Two Group Lasso Formulations Xiaohan Yan Jacob Bien 182 47 0 05 Dec 2015
Generalized Additive Model Selection Alexandra Chouldechova Trevor Hastie 98 82 0 11 Jun 2015
Kernel Meets Sieve: Post-Regularization Confidence Bands for Sparse Additive Model Junwei Lu Mladen Kolar Han Liu 107 23 0 10 Mar 2015
Fused Lasso Additive Model Ashley Petersen Daniela Witten N. Simon 81 73 0 18 Sep 2014