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Decision-Aware Conditional GANs for Time Series Data
v1v2v3v4 (latest)

Decision-Aware Conditional GANs for Time Series Data

International Conference on AI in Finance (ICAIF), 2020
26 September 2020
He Sun
Zhun Deng
Hui Chen
David C. Parkes
    CMLAI4TS
ArXiv (abs)PDFHTML

Papers citing "Decision-Aware Conditional GANs for Time Series Data"

6 / 6 papers shown
NeuralFactors: A Novel Factor Learning Approach to Generative Modeling
  of Equities
NeuralFactors: A Novel Factor Learning Approach to Generative Modeling of EquitiesInternational Conference on AI in Finance (ICAF), 2024
Achintya Gopal
315
4
0
02 Aug 2024
Reinforcement Learning with Stepwise Fairness Constraints
Reinforcement Learning with Stepwise Fairness ConstraintsInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2022
Zhun Deng
He Sun
Zhiwei Steven Wu
Linjun Zhang
David C. Parkes
FaMLOffRL
173
12
0
08 Nov 2022
Multiscale Generative Models: Improving Performance of a Generative
  Model Using Feedback from Other Dependent Generative Models
Multiscale Generative Models: Improving Performance of a Generative Model Using Feedback from Other Dependent Generative ModelsAAAI Conference on Artificial Intelligence (AAAI), 2022
Changyu Chen
Avinandan Bose
Shih-Fen Cheng
Arunesh Sinha
SyDaAI4CE
255
0
0
24 Jan 2022
Time Series Generation with Masked Autoencoder
Time Series Generation with Masked Autoencoder
Meng-yue Zha
SiuTim Wong
Mengqi Liu
Tong Zhang
Kani Chen
SyDaAI4TS
236
20
0
14 Jan 2022
PSA-GAN: Progressive Self Attention GANs for Synthetic Time Series
PSA-GAN: Progressive Self Attention GANs for Synthetic Time Series
Paul Jeha
Michael Bohlke-Schneider
Pedro Mercado
Shubham Kapoor
Rajbir-Singh Nirwan
Valentin Flunkert
Jan Gasthaus
Tim Januschowski
AI4TS
310
85
0
02 Aug 2021
Generative adversarial networks in time series: A survey and taxonomy
Generative adversarial networks in time series: A survey and taxonomy
Eoin Brophy
Zhengwei Wang
Qi She
Tomas E. Ward
EGVMAI4TS
179
65
0
23 Jul 2021
1
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