A Holistic Approach to Interpretability in Financial Lending: Models, Visualizations, and Summary-Explanations

4 June 2021

Papers citing "A Holistic Approach to Interpretability in Financial Lending: Models, Visualizations, and Summary-Explanations"

6 / 6 papers shown

Title
Amazing Things Come From Having Many Good Models Cynthia Rudin Chudi Zhong Lesia Semenova Margo Seltzer Ronald E. Parr Jiachang Liu Srikar Katta Jon Donnelly Harry Chen Zachery Boner 35 23 0 05 Jul 2024
An Interpretable Loan Credit Evaluation Method Based on Rule Representation Learner Zi-yu Chen Xiaomeng Wang Yuanjiang Huang Tao Jia 46 1 0 03 Apr 2023
Logic-Based Explainability in Machine Learning Sasha Rubin LRM XAI 57 39 0 24 Oct 2022
Fast Sparse Classification for Generalized Linear and Additive Models Jiachang Liu Chudi Zhong Margo Seltzer Cynthia Rudin 14 15 0 23 Feb 2022
To what extent should we trust AI models when they extrapolate? Roozbeh Yousefzadeh Xuenan Cao 37 5 0 27 Jan 2022
ViCE: Visual Counterfactual Explanations for Machine Learning Models Oscar Gomez Steffen Holter Jun Yuan E. Bertini AAML 59 93 0 05 Mar 2020