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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 GPUs and deep learning to achieve orders of magnitude performance improvement in the valuation of large ...- 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
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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 possibility of using machine learning to improve, or potentially rewrite, actuarial code within actuarial ...- 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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Applying FinTech and IT Practices to Building Actuarial Models
Applying FinTech and IT Practices to Building Actuarial Models Discussion of how to apply FinTech and IT processes and technologies to building an in house actuarial models. Model validation; ...- Authors: Michael Sullivan, Igor Nikitin
- Date: Nov 2018
- Competency: Technical Skills & Analytical Problem Solving>Innovative solutions; Technical Skills & Analytical Problem Solving>Process and technique refinement
- Publication Name: The Modeling Platform
- Topics: Modeling & Statistical Methods>Modeling efficiency; Technology & Applications>Computer science