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[ENTRY] Using quantum-classical Wasserstein GANs for credit card fraud detection #123

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achuchmala opened this issue Feb 25, 2022 · 0 comments
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[ENTRY] Using quantum-classical Wasserstein GANs for credit card fraud detection #123

achuchmala opened this issue Feb 25, 2022 · 0 comments
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Quantum Finance Challenge More details here: https://github.com/XanaduAI/QHack/blob/master/Open_Hackathon.md#quantum-finance-c

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@achuchmala
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Team Name:

QuAnd

Project Description:

The project aims to develop quantum-classical hybrid Wasserstein GAN together with AnoGAN for detection of anomalies in the credit card transactions. The idea is based on the paper:

Anomaly detection with variational quantum generative adversarial networks

Presentation:

https://arxiv.org/abs/2010.10492

Source code:

https://github.com/achuchmala/qhack-2022

Which challenges/prizes would you like to submit your project for?

Quantum Finance Challenge
@isaacdevlugt isaacdevlugt added the Quantum Finance Challenge More details here: https://github.com/XanaduAI/QHack/blob/master/Open_Hackathon.md#quantum-finance-c label Feb 25, 2022
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Quantum Finance Challenge More details here: https://github.com/XanaduAI/QHack/blob/master/Open_Hackathon.md#quantum-finance-c
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@isaacdevlugt @achuchmala