Advanced search

Found 1 essay matching the above criteria.

1. 1. Synthesis of Tabular Financial Data using Generative Adversarial Networks

   University essay from KTH/Matematisk statistik

   Author : Anton Karlsson; Torbjörn Sjöberg; [2020]
   Keywords : Generative Adversarial Networks; GAN; Generative Modeling; Tabular data; Financial data; Machine Learning; Statistical learning; Applied Mathematics; GANs; Generativa modeller; Tabulär data; Finansdata; Maskininlärning; Statistisk inlärning; Tillämpad Matematik;

   Abstract : Digitalization has led to tons of available customer data and possibilities for data-driven innovation. However, the data needs to be handled carefully to protect the privacy of the customers. Generative Adversarial Networks (GANs) are a promising recent development in generative modeling. READ MORE