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quant-ph2025
QuLTSF: Long-Term Time Series Forecasting with Quantum Machine Learning
Hari Hara Suthan Chittoor, Paul Robert Griffin, Ariel Neufeld +2
Long-term time series forecasting (LTSF) involves predicting a large number of future values of a time series based on the past values. This is an essential task in a wide range of…
quant-ph2024
Exponential Qubit Reduction in Optimization for Financial Transaction Settlement
Elias X. Huber, Benjamin Y. L. Tan, Paul R. Griffin +1
We extend the qubit-efficient encoding presented in [Tan et al., Quantum 5, 454 (2021)] and apply it to instances of the financial transaction settlement problem constructed from d…