Dangxing Chen

According to our database, Dangxing Chen authored at least 11 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Can I Trust the Explanations? Investigating Explainable Machine Learning Methods for Monotonic Models.

Dangxing Chen

CoRR, 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

CoRR, 2023

How to address monotonicity for model risk management?

Dangxing Chen, Weicheng Ye

Proceedings of the International Conference on Machine Learning, 2023

2022

Interpretable Selective Learning in Credit Risk.

Dangxing Chen, Weicheng Ye, Jiahui Ye

CoRR, 2022

Generalized Gloves of Neural Additive Models: Pursuing transparent and accurate machine learning models in finance.

Dangxing Chen, Weicheng Ye

CoRR, 2022

Two-stage Modeling for Prediction with Confidence.

Dangxing Chen

Proceedings of the 34th IEEE International Conference on Tools with Artificial Intelligence, 2022

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

Dangxing Chen, Weicheng Ye

Proceedings of the 3rd ACM International Conference on AI in Finance, 2022

Learning Algorithm in Two-Stage Selective Prediction.

Weicheng Ye, Dangxing Chen, Ilqar Ramazanli

Proceedings of the Asia Conference on Algorithms, Computing and Machine Learning, 2022

2018

A heterogeneous FMM for layered media Helmholtz equation I: Two layers in R2.

Min Hyung Cho, Jingfang Huang, Dangxing Chen, Wei Cai

J. Comput. Phys., 2018

A Note on QR-Based Model Reduction: Algorithm, Software, and Gravitational Wave Applications.

Harbir Antil, Dangxing Chen, Scott E. Field

Comput. Sci. Eng., 2018

2016

A Numerical Framework for Integrating Deferred Correction Methods to Solve High Order Collocation Formulations of ODEs.

Wenzhen Qu, Namdi Brandon, Dangxing Chen, Jingfang Huang, Tyler Kress

J. Sci. Comput., 2016