Risk Management with Feature-Enriched Generative Adversarial Networks (FE-GAN)
Fuente:
arXiv
Guardado en:
| Autor principal: | Chen, Ling |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Model Risk Management for Generative AI In Financial Institutions
por: Bhattacharyya, Anwesha, et al.
Publicado: (2025)
por: Bhattacharyya, Anwesha, et al.
Publicado: (2025)
Generative AI Enhanced Financial Risk Management Information Retrieval
por: Haeri, Amin, et al.
Publicado: (2025)
por: Haeri, Amin, et al.
Publicado: (2025)
Conditional Generative Modeling for Enhanced Credit Risk Management in Supply Chain Finance
por: Zhang, Qingkai, et al.
Publicado: (2025)
por: Zhang, Qingkai, et al.
Publicado: (2025)
Generative Adversarial Regression (GAR): Learning Conditional Risk Scenarios
por: Asadi, Saeed, et al.
Publicado: (2026)
por: Asadi, Saeed, et al.
Publicado: (2026)
Combining Intra-Risk and Contagion Risk for Enterprise Bankruptcy Prediction Using Graph Neural Networks
por: Zhao, Yu, et al.
Publicado: (2022)
por: Zhao, Yu, et al.
Publicado: (2022)
Leveraging Convolutional Neural Network-Transformer Synergy for Predictive Modeling in Risk-Based Applications
por: Wang, Yuhan, et al.
Publicado: (2024)
por: Wang, Yuhan, et al.
Publicado: (2024)
Explainable AI for Comprehensive Risk Assessment for Financial Reports: A Lightweight Hierarchical Transformer Network Approach
por: Tan, Xue Wen, et al.
Publicado: (2025)
por: Tan, Xue Wen, et al.
Publicado: (2025)
Transfer Learning for Loan Recovery Prediction under Distribution Shifts with Heterogeneous Feature Spaces
por: Gerling, Christopher, et al.
Publicado: (2026)
por: Gerling, Christopher, et al.
Publicado: (2026)
Entity-Specific Cyber Risk Assessment using InsurTech Empowered Risk Factors
por: Guo, Jiayi, et al.
Publicado: (2025)
por: Guo, Jiayi, et al.
Publicado: (2025)
A Wasserstein GAN-based climate scenario generator for risk management and insurance: the case of soil subsidence
por: Heranval, Antoine, et al.
Publicado: (2026)
por: Heranval, Antoine, et al.
Publicado: (2026)
Can Perturbations Help Reduce Investment Risks? Risk-Aware Stock Recommendation via Split Variational Adversarial Training
por: Cheng, Jiezhu, et al.
Publicado: (2023)
por: Cheng, Jiezhu, et al.
Publicado: (2023)
Explainable Risk Classification in Financial Reports
por: Tan, Xue Wen, et al.
Publicado: (2024)
por: Tan, Xue Wen, et al.
Publicado: (2024)
A Personal data Value at Risk Approach
por: Enriquez, Luis
Publicado: (2024)
por: Enriquez, Luis
Publicado: (2024)
Adaptive Window Selection for Financial Risk Forecasting
por: Li, Yinhuan, et al.
Publicado: (2026)
por: Li, Yinhuan, et al.
Publicado: (2026)
Interpretable LLMs for Credit Risk: A Systematic Review and Taxonomy
por: Golec, Muhammed, et al.
Publicado: (2025)
por: Golec, Muhammed, et al.
Publicado: (2025)
Bayesian Modeling for Uncertainty Management in Financial Risk Forecasting and Compliance
por: Mamun, Sharif Al, et al.
Publicado: (2025)
por: Mamun, Sharif Al, et al.
Publicado: (2025)
Robust Bayesian Dynamic Programming for On-policy Risk-sensitive Reinforcement Learning
por: Han, Shanyu, et al.
Publicado: (2025)
por: Han, Shanyu, et al.
Publicado: (2025)
On the Potential of Network-Based Features for Fraud Detection
por: Azarm, Catayoun, et al.
Publicado: (2024)
por: Azarm, Catayoun, et al.
Publicado: (2024)
Unveiling the Potential of Graph Neural Networks in SME Credit Risk Assessment
por: Liu, Bingyao, et al.
Publicado: (2024)
por: Liu, Bingyao, et al.
Publicado: (2024)
Advanced Risk Prediction and Stability Assessment of Banks Using Time Series Transformer Models
por: Sun, Wenying, et al.
Publicado: (2024)
por: Sun, Wenying, et al.
Publicado: (2024)
FSL-BDP: Federated Survival Learning with Bayesian Differential Privacy for Credit Risk Modeling
por: Amed, Sultan, et al.
Publicado: (2026)
por: Amed, Sultan, et al.
Publicado: (2026)
Design and Optimization of Big Data and Machine Learning-Based Risk Monitoring System in Financial Markets
por: Wang, Liyang, et al.
Publicado: (2024)
por: Wang, Liyang, et al.
Publicado: (2024)
Could Large Language Models work as Post-hoc Explainability Tools in Credit Risk Models?
por: Geng, Wenxi, et al.
Publicado: (2026)
por: Geng, Wenxi, et al.
Publicado: (2026)
Transformer-based CoVaR: Systemic Risk in Textual Information
por: Chen, Junyu, et al.
Publicado: (2026)
por: Chen, Junyu, et al.
Publicado: (2026)
Loss-based Bayesian Sequential Prediction of Value at Risk with a Long-Memory and Non-linear Realized Volatility Model
por: Peiris, Rangika, et al.
Publicado: (2024)
por: Peiris, Rangika, et al.
Publicado: (2024)
Research and Design of a Financial Intelligent Risk Control Platform Based on Big Data Analysis and Deep Machine Learning
por: Bi, Shuochen, et al.
Publicado: (2024)
por: Bi, Shuochen, et al.
Publicado: (2024)
Optimization of Actuarial Neural Networks with Response Surface Methodology
por: Ariuntugs, Belguutei, et al.
Publicado: (2024)
por: Ariuntugs, Belguutei, et al.
Publicado: (2024)
Generative Learning of Heterogeneous Tail Dependence
por: Sun, Xiangqian, et al.
Publicado: (2020)
por: Sun, Xiangqian, et al.
Publicado: (2020)
Forecasting Probability Distributions of Financial Returns with Deep Neural Networks
por: Michańków, Jakub
Publicado: (2025)
por: Michańków, Jakub
Publicado: (2025)
Conditional Forecasting of Margin Calls using Dynamic Graph Neural Networks
por: Citterio, Matteo, et al.
Publicado: (2024)
por: Citterio, Matteo, et al.
Publicado: (2024)
Robust and Efficient Deep Hedging via Linearized Objective Neural Network
por: Zhao, Lei, et al.
Publicado: (2025)
por: Zhao, Lei, et al.
Publicado: (2025)
Robust Yield Curve Estimation for Mortgage Bonds Using Neural Networks
por: Molavipour, Sina, et al.
Publicado: (2025)
por: Molavipour, Sina, et al.
Publicado: (2025)
Financial Default Prediction via Motif-preserving Graph Neural Network with Curriculum Learning
por: Wang, Daixin, et al.
Publicado: (2024)
por: Wang, Daixin, et al.
Publicado: (2024)
Multimodal Generative Models for Bankruptcy Prediction Using Textual Data
por: Mancisidor, Rogelio A., et al.
Publicado: (2022)
por: Mancisidor, Rogelio A., et al.
Publicado: (2022)
Application of AI in Credit Risk Scoring for Small Business Loans: A case study on how AI-based random forest model improves a Delphi model outcome in the case of Azerbaijani SMEs
por: Karimova, Nigar
Publicado: (2024)
por: Karimova, Nigar
Publicado: (2024)
Research on Credit Risk Early Warning Model of Commercial Banks Based on Neural Network Algorithm
por: Cheng, Yu, et al.
Publicado: (2024)
por: Cheng, Yu, et al.
Publicado: (2024)
Tail-GAN: Learning to Simulate Tail Risk Scenarios
por: Cont, Rama, et al.
Publicado: (2022)
por: Cont, Rama, et al.
Publicado: (2022)
Utilizing Effective Dynamic Graph Learning to Shield Financial Stability from Risk Propagation
por: Yu, Guanyuan, et al.
Publicado: (2025)
por: Yu, Guanyuan, et al.
Publicado: (2025)
Risk Aware Benchmarking of Large Language Models
por: Nitsure, Apoorva, et al.
Publicado: (2023)
por: Nitsure, Apoorva, et al.
Publicado: (2023)
Improving Realized LGD Approximation: A Novel Framework with XGBoost for Handling Missing Cash-Flow Data
por: Kostecka, Zuzanna, et al.
Publicado: (2024)
por: Kostecka, Zuzanna, et al.
Publicado: (2024)
Ejemplares similares
-
Model Risk Management for Generative AI In Financial Institutions
por: Bhattacharyya, Anwesha, et al.
Publicado: (2025) -
Generative AI Enhanced Financial Risk Management Information Retrieval
por: Haeri, Amin, et al.
Publicado: (2025) -
Conditional Generative Modeling for Enhanced Credit Risk Management in Supply Chain Finance
por: Zhang, Qingkai, et al.
Publicado: (2025) -
Generative Adversarial Regression (GAR): Learning Conditional Risk Scenarios
por: Asadi, Saeed, et al.
Publicado: (2026) -
Combining Intra-Risk and Contagion Risk for Enterprise Bankruptcy Prediction Using Graph Neural Networks
por: Zhao, Yu, et al.
Publicado: (2022)