Dangxing Chen

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 16

Top Topics

Machine Learning

Monotonicity Constraints

Additive Models

Top Venues

J. Comput. Phys.

Publications

Dangxing Chen, Yuan Gao
Attribution Methods in Asset Pricing: Do They Account for Risk? CoRR (2024)
Dangxing Chen, Weicheng Ye
How to address monotonicity for model risk management? CoRR (2023)
Dangxing Chen
Can I Trust the Explanations? Investigating Explainable Machine Learning Methods for Monotonic Models. CoRR (2023)
Dangxing Chen, Luyao Zhang
Monotonicity for AI ethics and society: An empirical study of the monotonic neural additive model in criminology, education, health care, and finance. CoRR (2023)
Dangxing Chen, Weicheng Ye
How to address monotonicity for model risk management? ICML (2023)
Weicheng Ye, Dangxing Chen, Ilqar Ramazanli
Learning Algorithm in Two-Stage Selective Prediction. CACML (2022)
Dangxing Chen, Weicheng Ye
Generalized Gloves of Neural Additive Models: Pursuing transparent and accurate machine learning models in finance. CoRR (2022)
Dangxing Chen
Two-stage Modeling for Prediction with Confidence. ICTAI (2022)
Dangxing Chen, Weicheng Ye
Monotonic Neural Additive Models: Pursuing Regulated Machine Learning Models for Credit Scoring. ICAIF (2022)
Dangxing Chen, Weicheng Ye
Monotonic Neural Additive Models: Pursuing Regulated Machine Learning Models for Credit Scoring. CoRR (2022)
Dangxing Chen, Weicheng Ye, Jiahui Ye
Interpretable Selective Learning in Credit Risk. CoRR (2022)
Dangxing Chen
Two-stage Modeling for Prediction with Confidence. CoRR (2022)
Harbir Antil, Dangxing Chen, Scott E. Field
A Note on QR-Based Model Reduction: Algorithm, Software, and Gravitational Wave Applications. Comput. Sci. Eng. 20 (4) (2018)
Min Hyung Cho, Jingfang Huang, Dangxing Chen, Wei Cai
A heterogeneous FMM for layered media Helmholtz equation I: Two layers in R2. J. Comput. Phys. 369 (2018)
Harbir Antil, Dangxing Chen, Scott E. Field
A Note on QR-Based Model Reduction: Algorithm, Software, and Gravitational Wave Applications. CoRR (2018)
Wenzhen Qu, Namdi Brandon, Dangxing Chen, Jingfang Huang, Tyler Kress
A Numerical Framework for Integrating Deferred Correction Methods to Solve High Order Collocation Formulations of ODEs. J. Sci. Comput. 68 (2) (2016)