Implementing Quantum Generative Adversarial Network (qGAN) and QCBM in Finance

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Implementing Quantum Generative Adversarial Network (qGAN) and QCBM in Finance

15 August 2023

Santanu Ganguly

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Papers citing "Implementing Quantum Generative Adversarial Network (qGAN) and QCBM in Finance"

14 / 14 papers shown

Title
Quantum Algorithms: A New Frontier in Financial Crime Prevention Abraham Itzhak Weinberg Alessio Faccia AIFin 79 3 0 27 Mar 2024
Towards Efficient and Scale-Robust Ultra-High-Definition Image Demoireing Xin Yu Peng Dai Wenbo Li Lan Ma Jiajun Shen Jia Li Xiaojuan Qi 53 39 0 20 Jul 2022
Autoencoding Conditional GAN for Portfolio Allocation Diversification Junwen Lu Sanghyun Yi 23 7 0 17 Jun 2022
Multi-Asset Spot and Option Market Simulation Magnus Wiese Ben Wood Alexandre Pachoud R. Korn Hans Buehler Phillip Murray Lianjun Bai 83 21 0 13 Dec 2021
A Quantum Generative Adversarial Network for distributions Amine Assouel A. Jacquier A. Kondratyev GNN GAN OOD 87 17 0 04 Oct 2021
Hedging with Linear Regressions and Neural Networks Johannes Ruf Weiguan Wang 30 22 0 19 Apr 2020
Quant GANs: Deep Generation of Financial Time Series Magnus Wiese R. Knobloch R. Korn Peter Kretschmer GAN AI4TS AIFin 77 279 0 15 Jul 2019
The Born Supremacy: Quantum Advantage and Training of an Ising Born Machine Brian Coyle Daniel Mills V. Danos E. Kashefi 96 157 0 03 Apr 2019
Generative Adversarial Networks for Financial Trading Strategies Fine-Tuning and Combination Adriano Soares Koshiyama Nikan B. Firoozye Philip C. Treleaven GAN 59 87 0 07 Jan 2019
Quantum generative adversarial networks Pierre-Luc Dallaire-Demers N. Killoran GAN AI4CE 50 361 0 23 Apr 2018
Differentiable Learning of Quantum Circuit Born Machine Jin-Guo Liu Lei Wang 90 231 0 11 Apr 2018
Information Perspective to Probabilistic Modeling: Boltzmann Machines versus Born Machines Song Cheng J. Chen Lei Wang 77 102 0 12 Dec 2017
Improved Training of Wasserstein GANs Ishaan Gulrajani Faruk Ahmed Martín Arjovsky Vincent Dumoulin Aaron Courville GAN 227 9,564 0 31 Mar 2017
Generative Adversarial Networks recover features in astrophysical images of galaxies beyond the deconvolution limit Kevin Schawinski Ce Zhang Hantian Zhang Lucas Fowler G. Santhanam GAN 59 188 0 01 Feb 2017

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