Browsing Theses by Supervisor "Ronagh, Pooya"
Now showing items 1-2 of 2
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Near-Term Quantum Algorithms for Classical Sampling
(University of Waterloo, 2023-08-14)In the current era of noisy intermediate-scale quantum devices, quantum sampling algorithms have been of great interest as they permit errors in their execution while maintaining their advantage over classical counterparts ... -
Quantum Algorithms for Interpolation and Sampling
(University of Waterloo, 2023-08-15)Gibbs sampling from continuous real-valued functions is a challenging problem of interest in machine learning. Here we leverage quantum Fourier transforms to build a quantum algorithm for this task when the function is ...