Using generative adversarial networks to synthesize artificial financial datasets

6 February 2020

Archana Anandakrishnan

GAN

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

15 / 15 papers shown

New Money: A Systematic Review of Synthetic Data Generation for Finance

178

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Diffusion Transformers for Tabular Data Time Series GenerationInternational Conference on Learning Representations (ICLR), 2025

510

10 Apr 2025

Predicting Liquidity-Aware Bond Yields using Causal GANs and Deep Reinforcement Learning with LLM Evaluation

315

24 Feb 2025

Time-Causal VAE: Robust Financial Time Series Generator

298

05 Nov 2024

Leveraging Deep Learning and Online Source Sentiment for Financial Portfolio Management

K. Srivatsan

Loukia Avramelou

Georgios Rodinos

Maria Tzelepi

Muzammal Naseer

...

Manos Kirtas

Pavlos Tosidis

Avraam Tsantekidis

Nikolaos Passalis

Anastasios Tefas

AIFin

262

23 Jul 2023

Convergence of GANs Training: A Game and Stochastic Control Methodology

Othmane Mounjid

Xin Guo

GAN

348

01 Dec 2021

Modelling and simulating spatial extremes by combining extreme value theory with generative adversarial networks

Jakob Zscheischler

179

30 Oct 2021

Towards Realistic Market Simulations: a Generative Adversarial Networks Approach

238

25 Oct 2021

A review of Generative Adversarial Networks (GANs) and its applications in a wide variety of disciplines -- From Medical to Remote Sensing

249

150

01 Oct 2021

Wasserstein GAN: Deep Generation applied on Bitcoins financial time series

190

13 Jul 2021

Sequential Deep Learning for Credit Risk Monitoring with Tabular Financial Data

272

30 Dec 2020

Tabular Transformers for Modeling Multivariate Time Series

366

122

03 Nov 2020

Accurate and Intuitive Contextual Explanations using Linear Model Trees

Aditya Lahiri

N. Edakunni

FAtt

231

11 Sep 2020

Deep Learning Based on Generative Adversarial and Convolutional Neural Networks for Financial Time Series Predictions

Wilfredo Tovar

AIFin AI4TS

334

08 Aug 2020

A Survey on Generative Adversarial Networks: Variants, Applications, and Training

Abdul Jabbar

Xi Li

Bourahla Omar

286

346

09 Jun 2020