Monotonic Neural Additive Models: Pursuing Regulated Machine Learning Models for Credit Scoring

21 September 2022

Papers citing "Monotonic Neural Additive Models: Pursuing Regulated Machine Learning Models for Credit Scoring"

6 / 6 papers shown

Title
Explainable Automatic Grading with Neural Additive Models Aubrey Condor Z. Pardos ELM 20 2 0 01 May 2024
Neural Additive Image Model: Interpretation through Interpolation Arik Reuter Anton Thielmann Benjamin Saefken DiffM 22 1 0 06 Mar 2024
Can I Trust the Explanations? Investigating Explainable Machine Learning Methods for Monotonic Models Dangxing Chen FAtt LRM 11 1 0 23 Sep 2023
A Comprehensive Review on Financial Explainable AI Wei Jie Yeo Wihan van der Heever Rui Mao Erik Cambria Ranjan Satapathy G. Mengaldo XAI AI4TS 24 15 0 21 Sep 2023
How to address monotonicity for model risk management? Dangxing Chen Weicheng Ye 16 5 0 28 Apr 2023
Monotonicity for AI ethics and society: An empirical study of the monotonic neural additive model in criminology, education, health care, and finance Dangxing Chen Luyao Zhang SyDa 13 6 0 17 Jan 2023