107 citations · 121 across the 2 of their papers we have counts for
Showing 2017Show all
2 papers · 1 filter
quant-ph2017
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…