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quant-ph2022★ 2 cited
Quantum Variational Rewinding for Time Series Anomaly Detection
Jack S. Baker, Haim Horowitz, Santosh Kumar Radha +6
Electron dynamics, financial markets and nuclear fission reactors, though seemingly unrelated, all produce observable characteristics evolving with time. Within this broad scope, d…
quant-ph2022★ 5 cited
A quantum generative model for multi-dimensional time series using Hamiltonian learning
Haim Horowitz, Pooja Rao, Santosh Kumar Radha
Synthetic data generation has proven to be a promising solution for addressing data availability issues in various domains. Even more challenging is the generation of synthetic tim…