Curve Your Enthusiasm: Concurvity Regularization in Differentiable
Generalized Additive Models

Curve Your Enthusiasm: Concurvity Regularization in Differentiable Generalized Additive Models

19 May 2023

Julien N. Siems

Konstantin Ditschuneit

Winfried Ripken

Maximilian Schambach

Johannes Otterbach

Papers citing "Curve Your Enthusiasm: Concurvity Regularization in Differentiable Generalized Additive Models"

5 / 5 papers shown

Title
Challenges in interpretability of additive models Xinyu Zhang Julien Martinelli S. T. John AAML AI4CE 32 1 0 14 Apr 2025
Beyond Black-Box Predictions: Identifying Marginal Feature Effects in Tabular Transformer Networks Anton Thielmann Arik Reuter Benjamin Saefken LMTD 75 0 0 11 Apr 2025
Generalized Sparse Additive Model with Unknown Link Function Peipei Yuan Xinge You Hao Chen Xuelin Zhang Qinmu Peng 61 0 0 08 Oct 2024
GAMformer: In-Context Learning for Generalized Additive Models Andreas Mueller Julien N. Siems Harsha Nori David Salinas Arber Zela Rich Caruana Frank Hutter AI4CE 33 3 0 06 Oct 2024
Neural Additive Image Model: Interpretation through Interpolation Arik Reuter Anton Thielmann Benjamin Saefken DiffM 39 1 0 06 Mar 2024