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12/20/2021
Quantum Circuit Transformations with a Multi-Level Intermediate Representation Compiler
Quantum computing promises remarkable approaches for processing informat...
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07/19/2021
Prime Factorization Using Quantum Variational Imaginary Time Evolution
The road to computing on quantum devices has been accelerated by the pro...
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06/09/2021
Quantum Annealing for Automated Feature Selection in Stress Detection
We present a novel methodology for automated feature subset selection fr...
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06/05/2021
A Review of Machine Learning Classification Using Quantum Annealing for Real-world Applications
Optimizing the training of a machine learning pipeline helps in reducing...
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08/04/2020
Lower Bounds on Circuit Depth of the Quantum Approximate Optimization Algorithm
The quantum approximate optimization algorithm (QAOA) is a method of app...
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05/07/2020
Training and Classification using a Restricted Boltzmann Machine on the D-Wave 2000Q
Restricted Boltzmann Machine (RBM) is an energy based, undirected graphi...
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11/06/2019
XACC: A System-Level Software Infrastructure for Heterogeneous Quantum-Classical Computing
Quantum programming techniques and software have advanced significantly ...
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05/01/2019
Establishing the Quantum Supremacy Frontier with a 281 Pflop/s Simulation
Noisy Intermediate-Scale Quantum (NISQ) computers aim to perform computa...
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09/25/2018
Quantum Circuit Designs of Integer Division Optimizing T-count and T-depth
Quantum circuits for mathematical functions such as division are necessa...
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08/19/2018
Compiling Adiabatic Quantum Programs
We develop a non-cooperative game-theoretic model for the problem of gra...
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07/12/2018
Benchmarking treewidth as a practical component of tensor-network--based quantum simulation
Tensor networks are powerful factorization techniques which reduce resou...
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11/20/2017