6 citations · 10 across the 6 of their papers we have counts for
Showing 2024Show all
2 papers · 1 filter
quant-ph2024★ 6 cited
MLQAOA: Graph Learning Accelerated Hybrid Quantum-Classical Multilevel QAOA
Bao Bach, Jose Falla, Ilya Safro
Learning the problem structure at multiple levels of coarseness to inform the decomposition-based hybrid quantum-classical combinatorial optimization solvers is a promising approac…
quant-ph2024★ 1 cited
Graph Representation Learning for Parameter Transferability in Quantum Approximate Optimization Algorithm
Jose Falla, Quinn Langfitt, Yuri Alexeev +1
The quantum approximate optimization algorithm (QAOA) is one of the most promising candidates for achieving quantum advantage through quantum-enhanced combinatorial optimization. O…