Generalized Additive Model Selection

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Generalized Additive Model Selection

11 June 2015

Alexandra Chouldechova

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Papers citing "Generalized Additive Model Selection"

18 / 18 papers shown

Title
GAM(L)A: An econometric model for interpretable Machine Learning Emmanuel Flachaire Gilles Hacheme Sullivan Hué S. Laurent 43 0 0 17 Mar 2022
Group selection and shrinkage: Structured sparsity for semiparametric additive models Ryan Thompson Farshid Vahid 69 1 0 25 May 2021
A decision-making tool to fine-tune abnormal levels in the complete blood count tests Marta Avalos Fernandez Hélène Touchais Marcela Henriquez-Henriquez 40 0 0 11 Nov 2020
Too good to be true? Predicting author profiles from abusive language Isabelle van der Vegt Bennett Kleinberg P. Gill 10 2 0 02 Sep 2020
Ridge Regularizaton: an Essential Concept in Data Science Trevor Hastie 40 84 0 30 May 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 83 12 0 06 May 2020
A first-order optimization algorithm for statistical learning with hierarchical sparsity structure Dewei Zhang Yin Liu S. Tajbakhsh 71 2 0 10 Jan 2020
Reluctant generalized additive modeling J. K. Tay Robert Tibshirani 47 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
Optimization Problems for Machine Learning: A Survey Claudio Gambella Bissan Ghaddar Joe Naoum-Sawaya AI4CE 142 181 0 16 Jan 2019
RANK: Large-Scale Inference with Graphical Nonlinear Knockoffs Yingying Fan Emre Demirkaya Gaorong Li Jinchi Lv 101 72 0 31 Aug 2017
ROS Regression: Integrating Regularization and Optimal Scaling Regression J. Meulman A. J. Kooij 16 15 0 16 Nov 2016
Saturating Splines and Feature Selection N. Boyd Trevor Hastie Stephen P. Boyd Benjamin Recht Michael I. Jordan 63 13 0 21 Sep 2016
Hierarchical Sparse Modeling: A Choice of Two Group Lasso Formulations Xiaohan Yan Jacob Bien 191 47 0 05 Dec 2015
Selective inference in regression models with groups of variables Joshua R. Loftus Jonathan E. Taylor 49 45 0 04 Nov 2015
Adaptive variable selection in nonparametric sparse additive models C. Butucea N. Stepanova 73 13 0 26 Aug 2015
Sparse Partially Linear Additive Models Yin Lou Jacob Bien R. Caruana J. Gehrke 133 58 0 17 Jul 2014