Is TabPFN the Silver Bullet for Insurance Pricing?
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | Deprez, Bruno, Verbeke, Wouter, Verdonck, Tim |
|---|---|
| Format: | Preprint |
| Publié: |
2026
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
Tab-TRM: Tiny Recursive Model for Insurance Pricing on Tabular Data
par: Padayachy, Kishan, et autres
Publié: (2026)
par: Padayachy, Kishan, et autres
Publié: (2026)
Fairness-Aware Insurance Pricing: A Multi-Objective Optimization Approach
par: Boonen, Tim J., et autres
Publié: (2025)
par: Boonen, Tim J., et autres
Publié: (2025)
Discrimination-free Insurance Pricing with Privatized Sensitive Attributes
par: Zhang, Tianhe, et autres
Publié: (2025)
par: Zhang, Tianhe, et autres
Publié: (2025)
Algorithmic Insurance
par: Bertsimas, Dimitris, et autres
Publié: (2021)
par: Bertsimas, Dimitris, et autres
Publié: (2021)
Monopoly Pricing of Weather Index Insurance
par: Boonen, Tim J., et autres
Publié: (2025)
par: Boonen, Tim J., et autres
Publié: (2025)
Robust Insurance Pricing and Liquidity Management
par: Pang, Shunzhi
Publié: (2025)
par: Pang, Shunzhi
Publié: (2025)
Inductive inference of gradient-boosted decision trees on graphs for insurance fraud detection
par: Vandervorst, Félix, et autres
Publié: (2025)
par: Vandervorst, Félix, et autres
Publié: (2025)
GARG-AML against Smurfing: A Scalable and Interpretable Graph-Based Framework for Anti-Money Laundering
par: Deprez, Bruno, et autres
Publié: (2025)
par: Deprez, Bruno, et autres
Publié: (2025)
Robust Investment-Driven Insurance Pricing and Liquidity Management
par: Chen, Bingzheng, et autres
Publié: (2026)
par: Chen, Bingzheng, et autres
Publié: (2026)
Robust Investment-Driven Insurance Pricing under Correlation Ambiguity
par: Pang, Shunzhi
Publié: (2026)
par: Pang, Shunzhi
Publié: (2026)
Privacy-Enhancing Collaborative Information Sharing through Federated Learning -- A Case of the Insurance Industry
par: Dong, Panyi, et autres
Publié: (2024)
par: Dong, Panyi, et autres
Publié: (2024)
An Enhanced Focal Loss Function to Mitigate Class Imbalance in Auto Insurance Fraud Detection with Explainable AI
par: Boabang, Francis, et autres
Publié: (2025)
par: Boabang, Francis, et autres
Publié: (2025)
Empirical Asset Pricing via Ensemble Gaussian Process Regression
par: Filipović, Damir, et autres
Publié: (2022)
par: Filipović, Damir, et autres
Publié: (2022)
Network Analytics for Anti-Money Laundering -- A Systematic Literature Review and Experimental Evaluation
par: Deprez, Bruno, et autres
Publié: (2024)
par: Deprez, Bruno, et autres
Publié: (2024)
Could Large Language Models work as Post-hoc Explainability Tools in Credit Risk Models?
par: Geng, Wenxi, et autres
Publié: (2026)
par: Geng, Wenxi, et autres
Publié: (2026)
FSL-BDP: Federated Survival Learning with Bayesian Differential Privacy for Credit Risk Modeling
par: Amed, Sultan, et autres
Publié: (2026)
par: Amed, Sultan, et autres
Publié: (2026)
Knowledge-Integrated Representation Learning for Crypto Anomaly Detection under Extreme Label Scarcity; Relational Domain-Logic Integration with Retrieval-Grounded Context and Path-Level Explanations
par: Na, Gyuyeon, et autres
Publié: (2026)
par: Na, Gyuyeon, et autres
Publié: (2026)
Incorporating data drift to perform survival analysis on credit risk
par: Peng, Jianwei, et autres
Publié: (2026)
par: Peng, Jianwei, et autres
Publié: (2026)
Adaptive Window Selection for Financial Risk Forecasting
par: Li, Yinhuan, et autres
Publié: (2026)
par: Li, Yinhuan, et autres
Publié: (2026)
Transfer Learning for Loan Recovery Prediction under Distribution Shifts with Heterogeneous Feature Spaces
par: Gerling, Christopher, et autres
Publié: (2026)
par: Gerling, Christopher, et autres
Publié: (2026)
A Hybrid Gaussian Process Regression Framework for Stable Volatility-Covariance Estimation: Evidence from Global Equity Indices
par: Vadrevu, Ujjwala
Publié: (2026)
par: Vadrevu, Ujjwala
Publié: (2026)
Model Risk Management for Generative AI In Financial Institutions
par: Bhattacharyya, Anwesha, et autres
Publié: (2025)
par: Bhattacharyya, Anwesha, et autres
Publié: (2025)
Forecasting Probability Distributions of Financial Returns with Deep Neural Networks
par: Michańków, Jakub
Publié: (2025)
par: Michańków, Jakub
Publié: (2025)
Enhancing ML Models Interpretability for Credit Scoring
par: Schwartz, Sagi, et autres
Publié: (2025)
par: Schwartz, Sagi, et autres
Publié: (2025)
Interpretable LLMs for Credit Risk: A Systematic Review and Taxonomy
par: Golec, Muhammed, et autres
Publié: (2025)
par: Golec, Muhammed, et autres
Publié: (2025)
Generative Learning of Heterogeneous Tail Dependence
par: Sun, Xiangqian, et autres
Publié: (2020)
par: Sun, Xiangqian, et autres
Publié: (2020)
Risk Management with Feature-Enriched Generative Adversarial Networks (FE-GAN)
par: Chen, Ling
Publié: (2024)
par: Chen, Ling
Publié: (2024)
Conditional Generative Modeling for Enhanced Credit Risk Management in Supply Chain Finance
par: Zhang, Qingkai, et autres
Publié: (2025)
par: Zhang, Qingkai, et autres
Publié: (2025)
Improving Realized LGD Approximation: A Novel Framework with XGBoost for Handling Missing Cash-Flow Data
par: Kostecka, Zuzanna, et autres
Publié: (2024)
par: Kostecka, Zuzanna, et autres
Publié: (2024)
Robust and Efficient Deep Hedging via Linearized Objective Neural Network
par: Zhao, Lei, et autres
Publié: (2025)
par: Zhao, Lei, et autres
Publié: (2025)
Periodic evaluation of defined-contribution pension fund: A dynamic risk measure approach
par: He, Wanting, et autres
Publié: (2025)
par: He, Wanting, et autres
Publié: (2025)
Explainable AI for Fraud Detection: An Attention-Based Ensemble of CNNs, GNNs, and A Confidence-Driven Gating Mechanism
par: Chagahi, Mehdi Hosseini, et autres
Publié: (2024)
par: Chagahi, Mehdi Hosseini, et autres
Publié: (2024)
Improving Fairness in Credit Lending Models using Subgroup Threshold Optimization
par: Ying, Cecilia, et autres
Publié: (2024)
par: Ying, Cecilia, et autres
Publié: (2024)
Loss-based Bayesian Sequential Prediction of Value at Risk with a Long-Memory and Non-linear Realized Volatility Model
par: Peiris, Rangika, et autres
Publié: (2024)
par: Peiris, Rangika, et autres
Publié: (2024)
Leveraging Convolutional Neural Network-Transformer Synergy for Predictive Modeling in Risk-Based Applications
par: Wang, Yuhan, et autres
Publié: (2024)
par: Wang, Yuhan, et autres
Publié: (2024)
Multimodal Generative Models for Bankruptcy Prediction Using Textual Data
par: Mancisidor, Rogelio A., et autres
Publié: (2022)
par: Mancisidor, Rogelio A., et autres
Publié: (2022)
Advanced Risk Prediction and Stability Assessment of Banks Using Time Series Transformer Models
par: Sun, Wenying, et autres
Publié: (2024)
par: Sun, Wenying, et autres
Publié: (2024)
Generative AI Enhanced Financial Risk Management Information Retrieval
par: Haeri, Amin, et autres
Publié: (2025)
par: Haeri, Amin, et autres
Publié: (2025)
Machine and Deep Learning for Credit Scoring: A compliant approach
par: Rida, Abdollah
Publié: (2024)
par: Rida, Abdollah
Publié: (2024)
Design and Optimization of Big Data and Machine Learning-Based Risk Monitoring System in Financial Markets
par: Wang, Liyang, et autres
Publié: (2024)
par: Wang, Liyang, et autres
Publié: (2024)
Documents similaires
-
Tab-TRM: Tiny Recursive Model for Insurance Pricing on Tabular Data
par: Padayachy, Kishan, et autres
Publié: (2026) -
Fairness-Aware Insurance Pricing: A Multi-Objective Optimization Approach
par: Boonen, Tim J., et autres
Publié: (2025) -
Discrimination-free Insurance Pricing with Privatized Sensitive Attributes
par: Zhang, Tianhe, et autres
Publié: (2025) -
Algorithmic Insurance
par: Bertsimas, Dimitris, et autres
Publié: (2021) -
Monopoly Pricing of Weather Index Insurance
par: Boonen, Tim J., et autres
Publié: (2025)