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Machine Learning, Skynet or the Future of Actuarial Software?
Machine Learning, Skynet or the Future of Actuarial Software? This article explores the ... Learning, Skynet or the Future of Actuarial Software? This article explores the possibility of using machine ...- Authors: Sean Hayward
- Date: Oct 2018
- Competency: Technical Skills & Analytical Problem Solving>Innovative solutions; Technical Skills & Analytical Problem Solving>Process and technique refinement
- Publication Name: CompAct
- Topics: Modeling & Statistical Methods>Modeling efficiency; Technology & Applications>Computer science; Technology & Applications>Software
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Horses for Courses
Horses for Courses ... Explores the open vs. closed systems debate with regards to actuarial modeling and exposes the over-simplification ...- Authors: Van Beach
- Date: Oct 2017
- Competency: External Forces & Industry Knowledge>Actuarial methods in business operations; Leadership>Change management; Results-Oriented Solutions>Actionable recommendations; Strategic Insight and Integration>Big picture view; Strategic Insight and Integration>Strategy development; Technical Skills & Analytical Problem Solving>Innovative solutions; Technical Skills & Analytical Problem Solving>Problem analysis and definition
- Publication Name: CompAct
- Topics: Modeling & Statistical Methods>Asset modeling; Modeling & Statistical Methods>Deterministic models; Modeling & Statistical Methods>Dynamic simulation models; Modeling & Statistical Methods>Forecasting; Modeling & Statistical Methods>Modeling efficiency; Modeling & Statistical Methods>Simulation; Modeling & Statistical Methods>Stochastic models; Modeling & Statistical Methods>Value at risk - Modeling & Statistical Methods; Technology & Applications>Analytics and informatics; Technology & Applications>Business intelligence; Technology & Applications>Computer science; Technology & Applications>Data warehousing; Technology & Applications>Software
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Large Portfolio VA Valuation Powered by GPUs & Deep Learning
Large Portfolio VA Valuation Powered by GPUs & Deep Learning This paper applies ... achieve orders of magnitude performance improvement in the valuation of large portfolios of variable annuities ...- Authors: Huina Chen
- Date: Apr 2018
- Competency: Technical Skills & Analytical Problem Solving>Innovative solutions
- Publication Name: CompAct
- Topics: Annuities>Pricing - Annuities; Modeling & Statistical Methods>Modeling efficiency