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20182026
most citedThe complexity of quantum support vector machines

59 citations · 176 across the 9 of their papers we have counts for

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Showing 2019Show all

10 papers · 1 filter

quant-ph2019

Iterative Quantum Amplitude Estimation

Dmitry Grinko, Julien Gacon, Christa Zoufal +1

We introduce a new variant of Quantum Amplitude Estimation (QAE), called Iterative QAE (IQAE), which does not rely on Quantum Phase Estimation (QPE) but is only based on Grover's A…

quant-ph2019

Grover Adaptive Search for Constrained Polynomial Binary Optimization

Austin Gilliam, Stefan Woerner, Constantin Gonciulea

In this paper we discuss Grover Adaptive Search (GAS) for Constrained Polynomial Binary Optimization (CPBO) problems, and in particular, Quadratic Unconstrained Binary Optimization…

quant-ph2019

Quantum Algorithms for Mixed Binary Optimization applied to Transaction Settlement

Lee Braine, Daniel J. Egger, Jennifer Glick +1

We extend variational quantum optimization algorithms for Quadratic Unconstrained Binary Optimization problems to the class of Mixed Binary Optimization problems. This allows us to…

quant-ph2019

Quantum equation of motion for computing molecular excitation energies on a noisy quantum processor

Pauline J Ollitrault, Abhinav Kandala, Chun-Fu Chen +7

The computation of molecular excitation energies is essential for predicting photo-induced reactions of chemical and technological interest. While the classical computing resources…

quant-ph2019

Exact and practical pattern matching for quantum circuit optimization

Raban Iten, Romain Moyard, Tony Metger +2

Quantum computations are typically compiled into a circuit of basic quantum gates. Just like for classical circuits, a quantum compiler should optimize the quantum circuit, e.g. by…

quant-ph2019

Resource-Efficient Quantum Algorithm for Protein Folding

Anton Robert, Panagiotis Kl. Barkoutsos, Stefan Woerner +1

Predicting the three-dimensional (3D) structure of a protein from its primary sequence of amino acids is known as the protein folding (PF) problem. Due to the central role of prote…