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09/01/2022
Black-box optimization for integer-variable problems using Ising machines and factorization machines
Black-box optimization has potential in numerous applications such as hy...
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04/30/2021
Continuous black-box optimization with quantum annealing and random subspace coding
A black-box optimization algorithm such as Bayesian optimization finds e...
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03/02/2021
PyQUBO: Python Library for Mapping Combinatorial Optimization Problems to QUBO Form
We present PyQUBO, an open-source, Python library for constructing quadr...
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08/09/2014
Quantum Annealing for Variational Bayes Inference
This paper presents studies on a deterministic annealing algorithm based...
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08/09/2014
Quantum Annealing for Clustering
This paper studies quantum annealing (QA) for clustering, which can be s...
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05/19/2013