107 citations · 137 across the 3 of their papers we have counts for
3 papers
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★ 16 cited
Heterogeneous Quantum Computing for Satellite Constellation Optimization: Solving the Weighted K-Clique Problem
Gideon Bass, Casey Tomlin, Vaibhaw Kumar +2
NP-hard optimization problems scale very rapidly with problem size, becoming unsolvable with brute force methods, even with supercomputing resources. Typically, such problems have…
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…