35 citations · 80 across the 17 of their papers we have counts for
4 papers · 1 filter
Quantum Kernel for Image Classification of Real World Manufacturing Defects
Daniel Beaulieu, Dylan Miracle, Anh Pham +1
The quantum kernel method results clearly outperformed a classical SVM when analyzing low-resolution images with minimal feature selection on the quantum simulator, with inconsiste…
Complement Grover's Search Algorithm: An Amplitude Suppression Implementation
Andrew Vlasic, Salvatore Certo, Anh Pham
Grover's search algorithm was a groundbreaking advancement in quantum algorithms, displaying a quadratic speed-up of querying for items. Since the creation of this algorithm it has…
Comparing Classical-Quantum Portfolio Optimization with Enhanced Constraints
Salvatore Certo, Anh Dung Pham, Daniel Beaulieu
One of the problems frequently mentioned as a candidate for quantum advantage is that of selecting a portfolio of financial assets to maximize returns while minimizing risk. In thi…
Benchmarking Amplitude Estimation on a Superconducting Quantum Computer
Salvatore Certo, Anh Dung Pham, Daniel Beaulieu
Amplitude Estimation (AE) is a critical subroutine in many quantum algorithms, allowing for a quadratic speedup in various applications like those involving estimating statistics o…