Sparse Neural Additive Model: Interpretable Deep Learning with Feature
Selection via Group Sparsity

Sparse Neural Additive Model: Interpretable Deep Learning with Feature Selection via Group Sparsity

25 February 2022

Pratik Chaudhari

Papers citing "Sparse Neural Additive Model: Interpretable Deep Learning with Feature Selection via Group Sparsity"

14 / 14 papers shown

Title
dnamite: A Python Package for Neural Additive Models Mike Van Ness Madeleine Udell 41 0 0 06 Mar 2025
HRR: Hierarchical Retrospection Refinement for Generated Image Detection Peipei Yuan Zijing Xie Shuo Ye Hong Chen Yulong Wang DiffM 143 1 0 25 Feb 2025
A Hessian-informed hyperparameter optimization for differential learning rate Shiyun Xu Zhiqi Bu Yiliang Zhang Ian J. Barnett 39 1 0 12 Jan 2025
Generalized Sparse Additive Model with Unknown Link Function Peipei Yuan Xinge You H. Chen Xuelin Zhang Qinmu Peng 52 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 31 3 0 06 Oct 2024
Explainable Interface for Human-Autonomy Teaming: A Survey Xiangqi Kong Yang Xing Antonios Tsourdos Ziyue Wang Weisi Guo Adolfo Perrusquía Andreas Wikander 35 3 0 04 May 2024
Interpretable Prediction and Feature Selection for Survival Analysis Mike Van Ness Madeleine Udell 34 2 0 23 Apr 2024
Regionally Additive Models: Explainable-by-design models minimizing feature interactions Vasilis Gkolemis Anargiros Tzerefos Theodore Dalamagas Eirini Ntoutsi Christos Diou FAtt 22 2 0 21 Sep 2023
Discovering interpretable elastoplasticity models via the neural polynomial method enabled symbolic regressions B. Bahmani H. S. Suh WaiChing Sun 13 17 0 24 Jul 2023
Interpreting and generalizing deep learning in physics-based problems with functional linear models Amirhossein Arzani Lingxiao Yuan P. Newell Bei Wang AI4CE 26 7 0 10 Jul 2023
Improving Neural Additive Models with Bayesian Principles Kouroche Bouchiat Alexander Immer Hugo Yèche Gunnar Rätsch Vincent Fortuin BDL MedIm 28 6 0 26 May 2023
Sparsity in Continuous-Depth Neural Networks H. Aliee Till Richter Mikhail Solonin I. Ibarra Fabian J. Theis Niki Kilbertus 27 10 0 26 Oct 2022
Sparse Interaction Additive Networks via Feature Interaction Detection and Sparse Selection James Enouen Yan Liu 21 19 0 19 Sep 2022
A Differential Equation for Modeling Nesterov's Accelerated Gradient Method: Theory and Insights Weijie Su Stephen P. Boyd Emmanuel J. Candes 97 1,151 0 04 Mar 2015