Using generative adversarial networks to synthesize artificial financial datasets

6 February 2020

Papers citing "Using generative adversarial networks to synthesize artificial financial datasets"

6 / 6 papers shown

Title
Diffusion Transformers for Tabular Data Time Series Generation Fabrizio Garuti E. Sangineto Simone Luetto L. Forni Rita Cucchiara 59 0 0 10 Apr 2025
Predicting Liquidity-Aware Bond Yields using Causal GANs and Deep Reinforcement Learning with LLM Evaluation Jaskaran Singh Walia Aarush Sinha Srinitish Srinivasan Srihari Unnikrishnan 46 0 0 24 Feb 2025
Modelling and simulating spatial extremes by combining extreme value theory with generative adversarial networks Younes Boulaguiem Jakob Zscheischler Edoardo Vignotto K. Wiel Sebastian Engelke 15 3 0 30 Oct 2021
Wasserstein GAN: Deep Generation applied on Bitcoins financial time series Moritz Pfenninger Samuel Rikli Daniel Nico Bigler Osterrieder Joerg GAN AI4TS 13 5 0 13 Jul 2021
Sequential Deep Learning for Credit Risk Monitoring with Tabular Financial Data Jillian M. Clements Di Xu N. Yousefi Dmitry Efimov 28 41 0 30 Dec 2020
A Survey on Generative Adversarial Networks: Variants, Applications, and Training Abdul Jabbar Xi Li Bourahla Omar 25 266 0 09 Jun 2020