DEVELOPER BLOG

Tag: Finance

AI / Deep Learning

Detecting Financial Fraud Using GANs at Swedbank with Hopsworks and NVIDIA GPUs

Recently, one of Sweden’s largest banks trained generative adversarial neural networks (GANs) using NVIDIA GPUs as part of its fraud and money-laundering… 10 MIN READ
Data Science

Explaining and Accelerating Machine Learning for Loan Delinquencies

Machine learning (ML) can extract deep, complex insights out of data to help make decisions. In many cases, using more advanced models delivers real business… 16 MIN READ
Data Science

Accelerating Python for Exotic Option Pricing

In finance, computation efficiency can be directly converted to trading profits sometimes. Quants are facing the challenges of trading off research efficiency… 25 MIN READ
HPC

GPUs and DSLs for Life Insurance Modeling

The Solvency II EU Directive came into effect at the beginning of the year. It harmonizes insurance regulation in the European Union with an economic and risk… 15 MIN READ
HPC

How We Achieved Record Finance Benchmark Performance on Tesla K80

STAC Research develops financial benchmarks in partnership with leading banks and software or hardware vendors. The STAC-A2 suite of benchmarks aims to… 7 MIN READ
Accelerated Computing

American Option Pricing with Monte Carlo Simulation in CUDA C++

In finance, an option (or derivative) is the common name for a contract that, under certain conditions, gives a firm the right or obligation to receive or… 10 MIN READ