Dangxing Chen - RankMe

21 papers A* 1B 1Journal 14Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Explaining Risks: Axiomatic Risk Attributions for Financial Models. CoRR Dangxing Chen
2024	—	`conf`	Attribution Methods in Asset Pricing: Do They Account for Risk? CIFEr Dangxing Chen, Yuan Gao
2024	J	`jnl`	Attribution Methods in Asset Pricing: Do They Account for Risk? CoRR Dangxing Chen, Yuan Gao
2024	J	`jnl`	FinML-Chain: A Blockchain-Integrated Dataset for Enhanced Financial Machine Learning. CoRR Jingfeng Chen, Wanlin Deng, Dangxing Chen, Luyao Zhang
2024	—	`conf`	Generalized Groves of Neural Additive Models: Pursuing Transparent Machine Learning Models in Finance. CIFEr Dangxing Chen, Weicheng Ye
2024	—	`conf`	Why Groups Matter: Necessity of Group Structures in Attributions. ICAIF Dangxing Chen, Jingfeng Chen, Weicheng Ye
2023	J	`jnl`	Can I Trust the Explanations? Investigating Explainable Machine Learning Methods for Monotonic Models. CoRR Dangxing Chen
2023	A*	`conf`	How to address monotonicity for model risk management? ICML Dangxing Chen, Weicheng Ye
2023	J	`jnl`	How to address monotonicity for model risk management? CoRR Dangxing Chen, Weicheng Ye
2023	J	`jnl`	Monotonicity for AI ethics and society: An empirical study of the monotonic neural additive model in criminology, education, health care, and finance. CoRR Dangxing Chen, Luyao Zhang
2022	J	`jnl`	Generalized Gloves of Neural Additive Models: Pursuing transparent and accurate machine learning models in finance. CoRR Dangxing Chen, Weicheng Ye
2022	J	`jnl`	Interpretable Selective Learning in Credit Risk. CoRR Dangxing Chen, Weicheng Ye, Jiahui Ye
2022	—	`conf`	Learning Algorithm in Two-Stage Selective Prediction. CACML Weicheng Ye, Dangxing Chen, Ilqar Ramazanli
2022	—	`conf`	Monotonic Neural Additive Models: Pursuing Regulated Machine Learning Models for Credit Scoring. ICAIF Dangxing Chen, Weicheng Ye
2022	J	`jnl`	Monotonic Neural Additive Models: Pursuing Regulated Machine Learning Models for Credit Scoring. CoRR Dangxing Chen, Weicheng Ye
2022	B	`conf`	Two-stage Modeling for Prediction with Confidence. ICTAI Dangxing Chen
2022	J	`jnl`	Two-stage Modeling for Prediction with Confidence. CoRR Dangxing Chen
2018	J	`jnl`	A Note on QR-Based Model Reduction: Algorithm, Software, and Gravitational Wave Applications. CoRR Harbir Antil, Dangxing Chen, Scott E. Field
2018	J	`jnl`	A Note on QR-Based Model Reduction: Algorithm, Software, and Gravitational Wave Applications. Comput. Sci. Eng. Harbir Antil, Dangxing Chen, Scott E. Field
2018	J	`jnl`	A heterogeneous FMM for layered media Helmholtz equation I: Two layers in R2. J. Comput. Phys. Min Hyung Cho, Jingfang Huang, Dangxing Chen, Wei Cai
2016	J	`jnl`	A Numerical Framework for Integrating Deferred Correction Methods to Solve High Order Collocation Formulations of ODEs. J. Sci. Comput. Wenzhen Qu, Namdi Brandon, Dangxing Chen, Jingfang Huang, Tyler Kress