Additive Models with Trend Filtering

v1v2v3v4 (latest)

Additive Models with Trend Filtering

16 February 2017

Veeranjaneyulu Sadhanala

Robert Tibshirani

ArXiv (abs)PDF HTML

Papers citing "Additive Models with Trend Filtering"

10 / 10 papers shown

Title
Variance estimation in graphs with the fused lasso Oscar Hernan Madrid Padilla 174 5 0 26 Jul 2022
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
A cautionary tale on fitting decision trees to data from additive models: generalization lower bounds Yan Shuo Tan Abhineet Agarwal Bin Yu 79 11 0 18 Oct 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
Tensor denoising with trend filtering Francesco Ortelli Sara van de Geer 72 5 0 26 Jan 2021
Risk Bounds for Quantile Trend Filtering Oscar Hernan Madrid Padilla S. Chatterjee 88 22 0 15 Jul 2020
How Interpretable and Trustworthy are GAMs? C. Chang S. Tan Benjamin J. Lengerich Anna Goldenberg R. Caruana FAtt 127 80 0 11 Jun 2020
Hierarchical Total Variations and Doubly Penalized ANOVA Modeling for Multivariate Nonparametric Regression Ting Yang Zhiqiang Tan 52 2 0 16 Jun 2019
An analysis of the cost of hyper-parameter selection via split-sample validation, with applications to penalized regression Jean Feng N. Simon 66 2 0 28 Mar 2019
Dykstra's Algorithm, ADMM, and Coordinate Descent: Connections, Insights, and Extensions Robert Tibshirani 116 43 0 12 May 2017