Additive Models with Trend Filtering

16 February 2017

Papers citing "Additive Models with Trend Filtering"

7 / 7 papers shown

Title
Improved convergence rates of nonparametric penalized regression under misspecified total variation Marlena S. Bannick N. Simon 16 0 0 02 Aug 2023
A Unified Algorithm for Penalized Convolution Smoothed Quantile Regression Rebeka Man Xiaoou Pan Kean Ming Tan Wen-Xin Zhou 29 13 0 05 May 2022
A cautionary tale on fitting decision trees to data from additive models: generalization lower bounds Yan Shuo Tan Abhineet Agarwal Bin Yu 27 10 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 59 653 0 20 Mar 2021
How Interpretable and Trustworthy are GAMs? C. Chang S. Tan Benjamin J. Lengerich Anna Goldenberg R. Caruana FAtt 22 77 0 11 Jun 2020
An analysis of the cost of hyper-parameter selection via split-sample validation, with applications to penalized regression Jean Feng N. Simon 14 1 0 28 Mar 2019
High-dimensional additive modeling L. Meier Sara van de Geer Peter Buhlmann 201 481 0 25 Jun 2008