4 citations
2 papers
cs.LG2025★ 3 cited
Prediction of Stocks Index Price using Quantum GANs
Sangram Deshpande, Gopal Ramesh Dahale, Sai Nandan Morapakula +1
This paper investigates the application of Quantum Generative Adversarial Networks (QGANs) for stock price prediction. Financial markets are inherently complex, marked by high vola…
quant-ph2025★ 4 cited
End-to-End Portfolio Optimization with Quantum Annealing
Sai Nandan Morapakula, Sangram Deshpande, Rakesh Yata +3
Hybrid-quantum classical optimization has emerged as a promising direction for addressing financial decision problems under current quantum hardware constraints. In this work we pr…