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quant-ph2020★ 14 cited
Achieving fair sampling in quantum annealing
Vaibhaw Kumar, Casey Tomlin, Curt Nehrkorn +2
Sampling all ground states of a Hamiltonian with equal probability is a desired feature of a sampling algorithm, but recent studies indicate that common variants of transverse fiel…
quant-ph2017★ 107 cited
Quantum Annealing for Combinatorial Clustering
Vaibhaw Kumar, Gideon Bass, Casey Tomlin +1
Clustering is a powerful machine learning technique that groups "similar" data points based on their characteristics. Many clustering algorithms work by approximating the minimizat…