LocalGLMnet: interpretable deep learning for tabular data

23 July 2021

Papers citing "LocalGLMnet: interpretable deep learning for tabular data"

11 / 11 papers shown

Title
Explainable Boosting Machine for Predicting Claim Severity and Frequency in Car Insurance Markéta Krùpovà Nabil Rachdi Quentin Guibert 46 0 0 27 Mar 2025
The Credibility Transformer Ronald Richman Salvatore Scognamiglio M. Wüthrich 33 1 0 25 Sep 2024
Interpretable Graph Neural Networks for Heterogeneous Tabular Data Amr Alkhatib Henrik Bostrom LMTD 41 1 0 14 Aug 2024
MonoSparse-CAM: Harnessing Monotonicity and Sparsity for Enhanced Tree Model Processing on CAMs Tergel Molom-Ochir Brady Taylor Hai Li Yiran Chen 21 0 0 12 Jul 2024
Distributional Refinement Network: Distributional Forecasting via Deep Learning Benjamin Avanzi Eric Dong P. Laub Bernard Wong AI4TS MedIm 27 0 0 03 Jun 2024
Multiple Yield Curve Modeling and Forecasting using Deep Learning Ronald Richman Salvatore Scognamiglio 21 0 0 30 Jan 2024
A tree-based varying coefficient model Henning Zakrisson Mathias Lindholm 35 1 0 11 Jan 2024
Enhancing Actuarial Non-Life Pricing Models via Transformers Alexej Brauer 24 3 0 10 Nov 2023
Interpretable Graph Neural Networks for Tabular Data Amr Alkhatib Sofiane Ennadir Henrik Bostrom Michalis Vazirgiannis LMTD 36 4 0 17 Aug 2023
Detection of Interacting Variables for Generalized Linear Models via Neural Networks Y. Havrylenko Julia I Heger 18 2 0 16 Sep 2022
TabTransformer: Tabular Data Modeling Using Contextual Embeddings Xin Huang A. Khetan Milan Cvitkovic Zohar Karnin ViT LMTD 157 417 0 11 Dec 2020