Quantum annealing matched simulated annealing on small QUBO-based machine learning tasks, with a hybrid classical clustering plus quantum medoid refinement pipeline giving the best submitted retrieval score in the clustering task.
Lucas, Ising formulations of many np problems, Frontiers in Physics 2 (2014) 5
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Quantum Annealing for Machine Learning: Applications in Feature Selection, Instance Selection, and Clustering
Quantum annealing matched simulated annealing on small QUBO-based machine learning tasks, with a hybrid classical clustering plus quantum medoid refinement pipeline giving the best submitted retrieval score in the clustering task.