Causal-aware generative imputation for automated underwriting

Computer Science

• Machine Learning 100%
• Observational Data 100%
• Computing Machinery 100%
• Domain Knowledge 100%
• Logistic Regression 100%
• Enterprise Information System 100%
• Supervised Learning 100%
• Causal Relationship 100%
• Intensive Process 100%
• Gradient Boosting 100%
• Insurance Policy 100%

Keyphrases

• Underwriting 100%
• Automated Underwriting 100%
• Underwriter 33%
• Missing Pattern 33%
• Generative Networks 33%
• Copyright 16%
• Machine Learning Models 16%
• Training Quality 16%
• Observational Data 16%
• Logistic Regression 16%
• Computing Machinery 16%
• Causal Relationship 16%
• Missing Data 16%
• Complex Data 16%
• Practical Data 16%
• Insurance 16%
• Incomplete Data 16%
• Imputed Values 16%
• Causal Relations 16%
• Business Information Systems 16%
• Network Framework 16%
• Supervised Learning Method 16%
• Gradient Boosting 16%
• Adversarial Learning 16%
• Generative Adversarial Nets 16%
• Insurance Policy 16%
• Data Imputation 16%
• Insurance Applications 16%
• Underwriting Cycle 16%
• Structural Causal Models 16%
• Dynamic Evolving 16%